Kathleen M. Carley
CASOS Faculty, Professor, CASOS Director

Email: kathleen.carley[AT]cs.cmu.edu

Homepage: http://www.casos.cs.cmu.edu/carley.html

Office: TCS 425

Phone: (412) 268-6016

Fax: (412) 268-1744

Projects:

• #nukes: Exploring the Social Media Landscape -
  
• 300 Cities - Project Lead
  
• A Social-Event Based Approach to Sentiment Analysis of Identities and Behaviors in Text -
  
• Advanced Decision Architectures - Project Lead
  
• Air Flight Rerouting - Project Lead
  
• Arab Spring and Beyond - Project Lead
  
• Aspect-Level Sentiment Classification -
  
• Biowar - Project Lead
  
• Communication and Games - Team Member
  
• Community Detection in Complex Networks -
  
• Comparing the Diffusion of Different Types of �fake news� and Community Responses -
  
• Computational Models for Internet Security Incidents and Defense - Team Member
  
• Computational Models for Stance Taking on Social Media -
  
• Contrasting Twitter Collection methodologies during Extreme Events - Team Member
  
• Counter-Narcotics and Law Enforcement - Project Lead
  
• CRF for Text Analysis - Project Lead
  
• CTAC - Project Lead
  
• Cyber Resiliency - Project Lead
  
• Cyber Security - Project Lead
  
• Cyber-FIT -
  
• Databases: Public Goods, Networks, and Knowledge - Team Member
  
• Event Detection from Twitter using Hierarchical Bayesian Models -
  
• Geo-temporal Characterization of Security Threats -
  
• Health Care Trails Project - Project Lead
  
• Human and Organizatinoal Risk Modeling People - Project Lead
  
• IBIZA - Team Member
  
• Insider Threat - Team Member
  
• Major Disasters - Team Member
  
• Measuring Network Stability and Fit - Team Member
  
• MetaMatrix - Project Lead
  
• Minerva - Project Lead
  
• MOAT Command Post of the Future - Project Lead
  
• Modeling Drug Use Using Empirical Social Networks - Team Member
  
• Multi-Level Models of Covert Online Information Campaigns - PI
  
• MURI: Persuasion, Identity, & Morality in Social-Cyber Environments - PI
  
• Near Real Time Assessment of Emergent Complex Systems of Confederates - Project Lead
  
• NetEst - Project Lead
  
• NetStat C - Project Lead
  
• NetStat C++ - Project Lead
  
• Rapid Ethnographic Analysis - From text to networks to simulation - Project Lead
  
• Remote Detection of Emerging WMD Threats - Project Lead
  
• Social Cyber Security - Principal Investigator
  
• Social Media Analytics for Assessing Troubled States - Team Member
  
• Socio-cultural Cognitive Maps: Dynamical Statistical Network Informatics - Project Lead
  
• SOLO: Socially Observed Linked Opinion -
  
• SORASCS - Co-Lead
  
• SpatialNets - Team Member
  
• Trail Identification and High Dimensional Networks -
  
• Twitter in Indonesia, for Tsunami Planning & Alerts - Team Member
  
• Visualizer: KVis3d - Project Lead
  

Publications:

Ng, Lynnette H.X & Carley, Kathleen M . (2023). A combined synchronization index for evaluating collective action social media. Applied Network Science, 8, [DOI]

Bellutta, Daniele & Carley, Kathleen M . (2023). Investigating coordinated account creation using burst detection and network analysis. Journal of Big Data, 10, [DOI] WebSite: [link]

King, Catherine & Carley, Kathleen M . (2023). Gender dynamics on Twitter during the 2020 U.S. Democratic presidential primary. Social Network Analysis and Mining , 13, [DOI] WebSite: [link]

Dipple, Stephen & Carley, Kathleen M . (2023). Construct User Guide 2023. Carnegie Mellon University, School of Computer Science, Software and Societal Systems Department Technical Report, [pdf]

Blane, Janice T & Bellutta, Daniele & Carley, Kathleen M . (2022). Social-Cyber Maneuvers During the COVID-19 Vaccine Initial Rollout: Content Analysis of Tweets. Journal of Medical Internet Research, 24, [DOI] WebSite: [link]

Magelinski, Thomas & Ng, Lynnette H.X & Carley, Kathleen M . (2022). Synchronized Action Framework for Detection of Coordination on Social Media. Journal of Online Trust and Safety, 1, [DOI]

Kenny, Ryan & Fishhoff, Baruch & Davis, Alex & Carley, Kathleen M & Canfield, Casey. (2022). Duped by Bots: Why Some are Better than Others at Detecting Fake Social Media Personas. Human Factors: The Journal of the Human Factors and Ergonomics Society, [DOI]

Ng, Lynnette H.X & Robertson, Dawn & Carley, Kathleen M . (2022). Stabilizing a supervised bot detection algorithm: How much data is needed for consistent predictions?. Online Social Networks and Media, 28, [DOI]

Dipple, Stephen & Kowalchuck, Michael & Altman, Neal & Carley, Kathleen M . (2022). Construct User Guide 2022. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-22-102, [pdf]

Altman, Neal & Carley, Kathleen M . (2022). ORA User's Guide 2022. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-22-107, WebSite: [link] [pdf]

Ng, Lynnette H.X & Carley, Kathleen M . (2022). Online Coordination: Methods and Comparative Case Studies of Coordinated Groups across Four Events in the United States. In Proceedings of the 14th ACM Web Science Conference 2022 (WebSci '22), 12-21. ACM. [DOI] WebSite: [link]

Ng, Lynnette H.X & Carley, Kathleen M . (2022). Pro or Anti? a Social Influence Model of Online Stance Flipping. IEEE Transactions on Network Science and Engineering, 1-18. IEEE. [DOI] WebSite: [link]

Ng, Lynnette H.X & Moffitt, J.D & Carley, Kathleen M . (2022). Coordinated through a Web of Images: Analysis of Image-based Influence Operations from China, Iran, Russia, and Venezuela. In Workshop Proceedings of the 16th International AAAI Conference on Web and Social Media, [DOI] WebSite: [link]

Uyheng, Joshua & Moffitt, J.D & Carley, Kathleen M . (2022). The language and targets of online trolling: A psycholinguistic approach for social cybersecurity. Information Processing and Management, 59, [DOI] WebSite: [link]

Uyheng, Joshua & Bellutta, Daniele & Carley, Kathleen M . (2022). Bots amplify and redirect hate speech in online discourse about racism during the COVID-19 pandemic. Social Media + Society, 8, 1-14. [DOI]

Carley, Kathleen M & Ng, Lynnette H.X & Danaditya, Adya. (2022). From curious hashtags to polarized effect: profiling coordinated actions in Indonesian twitter discourse. Soc. Netw. Anal. Min., 12, [DOI] WebSite: [link]

Ng, Lynnette H.X & Carley, Kathleen M . (2022). Is my stance the same as your stance? A cross validation study of stance detection datasets. Information Processing & Management, 59, [DOI] WebSite: [link]

Ng, Lynnette H.X & Cruickshank, Iain & Carley, Kathleen M . (2022). Cross-platform information spread during the January 6th capitol riots. Social Network Analysis Mining, 12, 133. [DOI] WebSite: [link]

Williams, Evan M & Carley, Kathleen M . (2022). TSPA: Efficient Target-Stance Detection on Twitter. Proceedings of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 242-246. [DOI] WebSite: [link]

Ng, Lynnette H.X & Cruickshank, Iain & Carley, Kathleen M . (2022). Coordinating Narratives Framework for cross-platform analysis in the 2021 US Capitol riots. Computational and Mathematical Organization Theory , [DOI] WebSite: [link]

Phillips, Samantha & Ng, Lynnette H.X & Carley, Kathleen M . (2022). Hoaxes and Hidden agendas: A Twitter Conspiracy Theory Dataset. WWW '22: Companion Proceedings of the Web Conference 2022, [DOI] WebSite: [link]

Uyheng, Joshua & Carley, Kathleen M . (2021). Characterizing network dynamics of online hate speech during the COVID-19 pandemic. Applied Network Science, 6, [DOI]

Magelinski, Thomas & Bartulovic, Mihovil & Carley, Kathleen M . (2021). Measuring Node Contribution to Community Structure with Modularity Vitality. IEEE Transactions on Network Science and Engineering, 8, 707-723.

Dipple, Stephen & Kowalchuck, Michael & Altman, Neal & Carley, Kathleen M . (2021). Construct User Guide 2021. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-21-102, [pdf]

Teng, Cindy Y & Davis, Billie A & Rosengart, Matthew R & Carley, Kathleen M & Kahn, Jeremy M . (2021). Assessment of Hospital Characteristics and Interhospital Transfer Patterns of Adults with Emergent General Surgery Conditions. JAMA, [DOI]

McGhee Hassrick, Elizabeth & Holmes, Laura Graham & Sosnowy, Collette & Walton, Jessica & Carley, Kathleen M . (2021). Benefits and Risks: A Systematic Review of Information and Communication Technology Use by Autistic People. Autism in Adulthood, 3, 72-84. [DOI]

Dobson, Geoffrey B & Carley, Kathleen M . (2021). Cyber-FIT Agent-Based Simulation Framework . Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-21-113., [pdf]

Eletreby, Rashad & Zhuang, Yong & Carley, Kathleen M & Yagan, Osman & Poor, H. Vincent. (2020). The Effects of Evolutionary Adaptations on Spreading Processes in Complex Networks. Proceedings of the National Academy of Sciences of the United States of America,

Altman, Neal & Carley, Kathleen M & Reminga, Jeffrey. (2020). ORA User's Guide 2020. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-20-110, [pdf]

Uyheng, Joshua & Carley, Kathleen M . (2020). Bots and online hate during the COVID-19 pandemic: Case studies in the United States and the Philippines. Journal of Computational Social Science, 3, 445-468. [DOI]

Uyheng, Joshua & Carley, Kathleen M . (2020). Bot impacts on public sentiment and community structures: Comparative analysis of three elections in the Asia-Pacific. In R. Thomson, H. Bisgin, C. Dancy, & A. Hyder (Eds.), Proceedings of the 13th International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation, 12-22. Springer International.

Tyagi, Aman & Uyheng, Joshua & Carley, Kathleen M . (2020). Affective polarization in online climate change discourse on Twitter. In Proceedings of the 2020 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining,

Beskow, David & Kumar, Sumeet & Carley, Kathleen M . (2020). The Evolution of Political Memes: Detecting and Characterizing Internet Memes with Multi-modal Deep Learning. Information Processing and Mangement, 57, [DOI]

Magelinski, Thomas & Beskow, David & Carley, Kathleen M . (2020). Graph-Hist: Graph Classification from Latent Feature Histograms with Application to Bot Detection. AAAI Proceedings,

Huang, Binxuan & Carley, Kathleen M . (2020). Discover Your Social Identity from What You Tweet: A Content Based Approach. Disinformation, Misinformation, and Fake News in Social Media: Emerging Research Challenges and Opportunities, Lecture Notes in Social Networks, Springer International Publishing.

Cruickshank, Iain & Carley, Kathleen M . (2020). Identifying Misinformation Campaigns. Future Forces, 6, 36-37.

Carley, Kathleen M . (2020). BEND: A Framework for Social Cybersecurity. Future Forces, 6, 20-25.

Beskow, David & Carley, Kathleen M . (2020). Investing in Social Cybersecurity. Future Forces, 6, 16 - 19.

Cruickshank, Iain & Carley, Kathleen M . (2020). Analysis of Malware Communities Using Multi-Modal Features. IEEE Access, 8, 77435-77448. [DOI]

Beskow, David & Carley, Kathleen M . (2020). You are Known by Your Friends: Leveraging Network Metrics for Bot Detection in Twitter. Open Source Intelligence and Cyber Crime,

Corona, Gabrielle & Kass, Nicolas & Miller, Elizabeth & Carley, Kathleen M & Culyba, Allison. (2020). 92-Social networks and violence among male youth in marginalized communities. Injury Prevention, 26,

Babcock, Matthew & Villa-Cox, Ramon & Carley, Kathleen M . (2020). Pretending Positive, Pushing False: Comparing Captain Marvel Misinformation Campaigns. Disinformation, Misinformation, and Fake News in Social Media: Emerging Research Challenges and Opportunities, Lecture Notes in Social Networks, Springer International Publishing. [DOI]

Beskow, David & Carley, Kathleen M . (2020). Characterization and Comparison of Russian and Chinese Disinformation Campaigns. Disinformation, Misinformation, and Fake News in Social Media: Emerging Research Challenges and Opportunities, Lecture Notes in Social Networks, Springer International Publishing. [DOI]

Kumar, Sumeet & Huang, Binxuan & Villa-Cox, Ramon & Carley, Kathleen M . (2020). An anatomical comparison of fake-news and trusted-news sharing pattern on Twitter. Computational and Mathematical Organization Theory, [DOI]

Corona, Gabrielle & Kass, Nicolas & Miller, Elizabeth & Carley, Kathleen M & Culyba, Allison. (2020). 28-Adolescent-Adult Support Networks and Violence Exposure Among Male Youth in Low Resource Neighborhoods. Journal of Adolescent Health, 66, S15.

Magelinski, Thomas & Bartulovic, Mihovil & Carley, Kathleen M . (2020). Canadian Federal Election and Hashtags That Do Not Belong. In Proceedings of the International Conference SBP-BRiMS 2020, Halil Bisgin, Ayaz Hyder, Chris Dancy, and Robert Thomson (Eds.) Washington DC, October 2020, Springer.

Magelinski, Thomas & Stine, Zachary K & Marcoux, Thomas & Agarwal, Nitin & Carley, Kathleen M . (2020). Indicators of Crisis: Textual Analysis of Euromaidan. In Proceedings of the International Conference SBP-BRiMS 2020, Halil Bisgin, Ayaz Hyder, Chris Dancy, and Robert Thomson (Eds.) Washington DC, October 2020, Springer.

Dobson, Geoffrey B & Carley, Kathleen M . (2020). Towards Agent Validation of a Military Cyber Team Performance Simulation. In Proceedings of the International Conference SBP-BRiMS 2020, Halil Bisgin, Ayaz Hyder, Chris Dancy, and Robert Thomson (Eds.), 182-191. Springer.

Beskow, David & Carley, Kathleen M . (2019). Future Geospatial Disinformation Campaigns. The Cyber Defense Review, 131-141. WebSite: [link]

Benigni, Matthew & Joseph, Kenneth & Carley, Kathleen M . (2019). Bot-ivism: Assessing Information manipulation in Social Media Using Network Analytics. In Emerging Research Challenges and Opportunities in Social Network Analysis and Mining, Springer. [DOI]

Beskow, David & Carley, Kathleen M . (2019). Social Cybersecurity: An Emerging National Security Requirement. Military Review, WebSite: [link]

Magelinski, Thomas & Carley, Kathleen M & Magelinski, Thomas & Carley, Kathleen M . (2019). Analytic Models of Roll Call Voting Dynamics. IEEE Transactions on Computational Social Systems, 6, 932-942. IEEE. [DOI]

Morgan, Geoffrey & Carley, Kathleen M . (2019). Characterizing Organizational Micro-Climates in Structural Groups. In Proceedings of the International Conference SBP-BRiMS 2019, Halil Bisgin, Ayaz Hyder, Chris Dancy, and Robert Thomson (Eds.) July 9-12, 2019, Springer. [DOI]

Magelinski, Thomas & Hou, Jialin & Mylovanov, Tymofiy & Carley, Kathleen M . (2019). Detecting Disruption: Identifying Structural Changes in the Verkhovna Rada. In Proceedings of the International Conference SBP-BRiMS 2019, Halil Bisgin, Ayaz Hyder, Chris Dancy, and Robert Thomson (Eds.) July 9-12, 2019, [DOI]

Magelinski, Thomas & Carley, Kathleen M & Magelinski, Thomas & Carley, Kathleen M . (2019). Analytic Models of Roll Call Voting Dynamics. IEEE Transactions on Computational Social Systems, 6, 932-942. IEEE. [DOI]

Uyheng, Joshua & Carley, Kathleen M . (2019). Characterizing Bot Networks on Twitter: An Empirical Analysis of Contentious Issues in the Asia-Pacific. In Proceedings of the International Conference SBP-BRiMS 2019, Halil Bisgin, Ayaz Hyder, Chris Dancy, and Robert Thomson (Eds.) July 9-12, 2019 , Springer. [DOI]

Carley, Kathleen M . (2019). Social-Behavioral Simulation: Key Challenges. Social-Behavioral Modeling for Complex Systems, 741-752. Hoboken, NJ: Wiley. [DOI]

O'Mahony, Angela & Davis, Paul K & Appling, Scott & Brashears, Matthew E & Briscoe, Erica & Carley, Kathleen M & Epstein, Joshua M & Matthews, Luke J & Pavlic, Theodore P & Rand, William & Reilly, Scott N & Rouse, William B & Swarup, Samarth & Tolk, Andreas & Vardavas, Raffaele & Yilmaz, Levent. (2019). Panel Discussion: Moving Social-Behavioral Modeling Forward. Social-Behavioral Modeling for Complex Systems, 752-788. Hoboken, NJ: Wiley. [DOI]

Campedelli, Gian M & Bartulovic, Mihovil & Carley, Kathleen M . (2019). Pairwise similarity of jihadist groups in target and weapon transitions. Journal of Computational Social Science, 1-26. [DOI]

Beskow, David & Carley, Kathleen M . (2019). Army Must Regain Initiative in Social Cyberwar. Army Magazine, WebSite: [link]

Kumar, Sumeet & Carley, Kathleen M . (2019). Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations. In Proceedings of the 57th Conference of the Association for Computational Linguistics, 5047-5058. [pdf]

Huang, Binxuan & Carley, Kathleen M . (2019). A Large-Scale Empirical Study of Geotagging Behavior on Twitter. In Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, [pdf]

Kumar, Sumeet & Carley, Kathleen M . (2019). What to Track on the Twitter Streaming API? A Knapsack Bandits Approach to Dynamically Update the Search Terms. Short Paper accepted by the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining,

Campedelli, Gian M & Cruickshank, Iain & Carley, Kathleen M . (2019). A Complex Networks Approach to Find Latent Clusters of Terrorist Groups. Applied Network Science, 4, [DOI] WebSite: [link]

Brewer, Barbara B & Carley, Kathleen M & Benham-Hutchins, Marge & Effken, Judith A & Reminga, Jeffrey. (2019). Exploring the stability of communication network metrics in a dynamic nursing context. Social Networks, [DOI] WebSite: [link]

Uyheng, Joshua & Magelinski, Thomas & Villa Cox, Ramon Alfonso & Lepird (Sowa), Christine & Carley, Kathleen M . (2019). Interoperable pipelines for social cyber-security: assessing Twitter information operations during NATO Trident Juncture 2018. Computational and Mathematical Organization Theory, 1-19. Springer. [DOI] WebSite: [link]

Dai, Tao & Wang, Yaxiong & Carley, Kathleen M . (2019). Attentive Stacked Denoising Autoencoder with Bi-LSTM for Personalized Context-aware Citation Recommendation. IEEE/ACM Transactions on Audio Speech and Language Processing, 14, IEEE/ACM. [DOI]

Altman, Neal & Carley, Kathleen M & Reminga, Jeffrey. (2019). ORA User's Guide 2019. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-19-100, [pdf]

Magelinski, Thomas & Carley, Kathleen M . (2019). Community-based time segmentation from network snapshots. Applied Network Science, 4, [DOI]

Cruickshank, Iain & Carley, Kathleen M . (2019). Socio-cultural Cognitive Mapping to Identify Communities and Latent Networks. Lecture Notes in Social Neetworks, Springer.

Bhatt, Sujeeta & Wanchisen, Barbara & Cooke, Nancy & Carley, Kathleen M & Medina, Carmnin. (2019). Social and Behavioral Sciences Research Agenda for Advancing Intelligence Analysis. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 63, 625-627. SAGE Publications.

Babcock, Matthew & Beskow, David & Carley, Kathleen M . (2019). Different Faces of False: The spread and curtailment of false information in the Black Panther Twitter discussion. Journal of Data and Information Quality, 11, [DOI]

Altman, Neal & Carley, Kathleen M & Reminga, Jeffrey. (2018). ORA User's Guide 2018. Carnegie Mellon University School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-18-103, [pdf]

Mezzour, Ghita & Frankenstein, William & Carley, Kathleen M & Carley, Richard L . (2018). A Socio-Computational Approach to Predicting Bioweapon Proliferation. IEEE Transactions on Computational Social Systems, 5, [DOI] WebSite: [link]

Beskow, David & Carley, Kathleen M . (2018). Using Random String Classification to Filter and Annotate Automated Accounts. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, June 10-13, 2018, Washington, DC ,

Magelinski, Thomas & Carley, Kathleen M . (2018). Legislative Voting Dynamics in Ukraine. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018, Springer. [DOI] WebSite: [link]

Kumar, Sumeet & Carley, Kathleen M . (2018). People2Vec: Learning Latent Representations of Users Using Their Social-Media Activities. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018, Springer. [DOI] WebSite: [link]

Huang, Binxuan & Ou, Yanglan & Carley, Kathleen M . (2018). Aspect level Sentiment Classification with Attention-over-Attention Neural Networks. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018, Springer. [DOI] WebSite: [link]

Campedelli, Gian M & Cruickshank, Iain & Carley, Kathleen M . (2018). Complex Networks for Terrorist Target Prediction. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018, Springer. [DOI] WebSite: [link]

Carley, Kathleen M & Cervone, Guido & Agarwal, Nitin & Liu, Huan. (2018). Social Cyber-Security. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018, Springer. [DOI] WebSite: [link]

Dobson, Geoffrey B & Carley, Kathleen M . (2018). A Computational model of Cyber Situational Awareness. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018, Springer. [DOI] WebSite: [link]

Babcock, Matthew & Beskow, David & Carley, Kathleen M . (2018). Beaten Up on Twitter? Exploring Fake News and Satirical Responses During the Black Panther Movie Event. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018 ,

Beskow, David & Carley, Kathleen M . (2018). Introducing Bothunter: A tiered Approach to Detection and Characterizing Automated Activity on Twitter. In Proceedings of the 2018 SBP-BRiMS Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction and Behavior Representation in Modeling and Simulation, Washington, DC, June 10-13, 2018, Springer. , [pdf]

Beskow, David & Carley, Kathleen M . (2018). Bot Conversations are Different:Leveraging Network Metrics for Bot Detection in Twitter. In Proceedings of the 2018 IEEE/ACM international Conference on Advances in Social Networks Analysis and Mining (ASONAM), 825-832. IEEE. [DOI]

Huang, Binxuan & Carley, Kathleen M . (2018). Location Order Recovery in Trails with Low Temporal Resolution. IEEE Transactions on Network Science and Engineering, IEEE. [DOI]

Huang, Binxuan & Carley, Kathleen M . (2018). Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), ACL. WebSite: [link]

Khaouja, Imane & Rahhal, Ibrahim & El, Mehdi & Mezzour, Ghita & Carley, Kathleen M . (2018). Analyzing the Needs of the Offshore Sector in Morocco by Mining Job Ads. In Proceedings of the 2018 IEEE Global Engineering Education Conference (EDUCON), IEEE. [DOI] WebSite: [link]

Dobson, Geoffrey B & Rege, Aunshul & Carley, Kathleen M . (2018). Virtual Cyber Warfare Experiments based on Empirically Observed Adversarial Intrusion Chain Behavior. In Proceedings of the 2018 13th International Conference on Cyber Warfare and Security (ICCWS), 174-181. WebSite: [link]

Brewer, Barbara B & Carley, Kathleen M & Benham-Hutchins, Marge & Effken, Judith A & Reminga, Jeffrey. (2018). Nursing Unit Design, Nursing Staff Communication Networks, and Patient Falls: Are They Related?. HERD: Health Environments Research & Design Journal, [DOI]

Brewer, Barbara B & Carley, Kathleen M & Benham-Hutchins, Marge & Effken, Judith A & Reminga, Jeffrey & Kowalchuck, Michael. (2018). Relationship of Staff Information Sharing and Advice Networks to Patient Safety Outcomes. Journal of Nursing Administration, 48, 437-444. [DOI]

McGhee Hassrick, Elizabeth & Shattuck, Paul & Carley, Kathleen M . (2018). Network Measures of Collaborative Support for Young Adults With Autism. Pediatrics, 141, WebSite: [link]

Shen, Bilong & Carley, Kathleen M . (2018). Urban Activity Mining Framework for Ride Sharing Systems based on Vehicular Social Networks and Spatial Economics. Networks and Spatial Economics, 18, 705-734. [DOI]

Campedelli, Gian M & Cruickshank, Iain & Carley, Kathleen M . (2018). Detecting Latent Terrorist Communities Testing a Gower's Similarity-based Clustering Algorithm for Multi-Partite Networks. In Proceedings of the International Conference on Complex Networks and their Applications, [pdf]

Dobson, Geoffrey B & Rege, Aunshul & Carley, Kathleen M . (2018). Informing Active Cyber Defence with Realistic Adversarial Behaviour. Journal of Information Warfare, 17, WebSite: [link]

Mezzour, Ghita & Carley, Kathleen M & Carley, Richard L . (2018). Remote assessment of countries' cyber weapon capabilities. Social Network Analysis and Mining, 8, Springer. [DOI] WebSite: [link]

Benham-Hutchins, Marge & Carley, Kathleen M & Brewer, Barbara B & Effken, Judith A & Reminga, Jeffrey. (2018). Nursing Unit Communication During a US Public Health Emergency: Natural Experiment. JMIR Nursing, 1, WebSite: [link]

Shen, Bilong & Liang, Xiaodan & Ouyang, Yufeng & Liu, Miaofeng & Zheng, Weimin & Carley, Kathleen M . (2018). StepDeep: A Novel Spatial-temporal Mobility Event Prediction Framework based on Deep Neural Network. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 724-733.

Kumar, Sumeet & Carley, Kathleen M . (2018). Towards Group-Activities Based Community Detection. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 1178-1183. ACM. [DOI] [pdf]

Altman, Neal & Carley, Kathleen M & Reminga, Jeffrey. (2017). ORA User's Guide 2017. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-17-100, [pdf]

Benigni, Matthew & Joseph, Kenneth & Carley, Kathleen M . (2017). Online Extremism and the Communities that Sustain It: Detecting the ISIS Supporting Community on Twitter. Plos One, [DOI] WebSite: [link]

Carley, Kathleen M & Morgan, Geoffrey & Lanham, Michael. (2017). Deterring the Development and Use of Nuclear Weapons: A Multi-Level Modeling Approach. Journal of Defense Modeling and Simulation, 14, 95-105. [DOI]

Carley, Kathleen M . (2017). Validating Computational Models. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-17-105, [pdf]

Zhang, Yu & Wei, Wei & Huang, Binxuan & Carley, Kathleen M & Zhang, Yan. (2017). RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation. In Proceedings of 2017 ACM International Conference on Information and Knowledge Management (CIKM'17), Singapore, November 2017., [pdf]

Morgan, Geoffrey & Lanham, Michael & Frankenstein, William & Carley, Kathleen M . (2017). Sociocultural Models of Nuclear Deterrence. IEEE Transactions on Computational Social Systems , 4, 121-134. IEEE. WebSite: [link]

Benham-Hutchins, Marge & Brewer, Barbara B & Carley, Kathleen M & Kowalchuck, Michael & Effken, Judith A . (2017). Design and Implementation of a Data Collection System for Social Network Analysis. Online Journal of Nursing Informatics (OJNI), 21, WebSite: [link]

Kumar, Sumeet & Carley, Kathleen M . (2017). Simulating DDOS Attacks on the US Fiber-optics Internet Infrastructure. In Proceedings of the 2017 Winter Simulation Conference, [pdf]

Carley, Kathleen M & Morgan, Geoffrey & Levine, Joel H . (2017). Socio-Cultural Cognitive Mapping. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-17-115, [pdf]

Altman, Neal & Carley, Kathleen M & Reminga, Jeffrey. (2017). ORA Datasets 2017. Carnegie Mellon University, School of Computer Science, Institute for Software Research, CMU-ISR-17-112, [pdf]

Villarraga, John & Carley, Kathleen M & Wassick, John & Sahinidis, Nikolaos. (2017). Agent-based Modeling and Simulation for an Order-To-Cash Process using NetLogo. Carnegie Mellon University, School of Computer Science, Institute for Software Research, CMU-ISR-17-113, [pdf]

Morgan, Geoffrey & Levine, Joel H & Carley, Kathleen M . (2017). Socio-Cultural Cognitive Mapping. In Proceedings of the International Conference Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2017); Dongwon Lee, YuRu Lin, Robert Thompson and Nathaniel Osgood (Eds.) July 5-8, 2017, Washington D.C., Springer.,

Dobson, Geoffrey B & Shimeall, Timothy J & Carley, Kathleen M . (2017). Toward Network Science Enhanced Cyber Situational Awareness. International Journal On Cyber Situational Awareness (IJCSA), 2, 2057-2182. [DOI]

Natali, Felicia & Carley, Kathleen M & Zhu, Feida & Huang, Binxuan. (2017). The role of different tie strength in disseminating different topics on a microblog. ASONAM '17: Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Sydney, Australia, July 31 - August 3. 203-207. Research Collection School Of Information Systems, WebSite: [link]

Huang, Binxuan & Carley, Kathleen M . (2017). On Predicting Geolocation of Tweets using Convolutional Neural Networks. In Proceedings of the International Conference Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2017); Dongwon Lee, YuRu Lin, Robert Thompson and Nathaniel Osgood (Eds.) July 5-8, 2017, Washington D.C., Springer. [pdf]

Ahuja, Aman & Wei, Wei & Carley, Kathleen M & Reddy, Chandan K . (2017). A Probabilistic Geographical Aspect-Opinion Model for Geo-tagged Microblogs. In Proceedings of the 2017 IEEE International Conference on Data Mining (ICDM), 721-726. IEEE. [pdf]

Carley, Kathleen M . (2017). ORA: A Toolkit for Dynamic Network Analysis and Visualization. In Reda Alhajj and Jon Rokne (Eds.) Encyclopedia of Social Network Analysis and Mining, Springer. [DOI]

Tse, Adam & Carley, Kathleen M . (2017). Event-Based Model Simulating the Change in DDoS Attack Trends After P/DIME Events. In Proceedings of the International Conference Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2017); Dongwon Lee, YuRu Lin, Robert Thompson and Nathaniel Osgood (Eds.) July 5-8, 2017, Washington D.C., Springer. [pdf]

Benigni, Matthew & Joseph, Kenneth & Carley, Kathleen M . (2017). Mining Online Communities to Inform Strategic Messaging:Practical Methods to Identify Community-Level Insights. Computational and Mathematical Organization Theory, 1-19. [DOI]

Morgan, Geoffrey & Joseph, Kenneth & Carley, Kathleen M . (2017). The Power of Social Cognition. Journal of Social Structure, 18, 1-22. WebSite: [link]

Dobson, Geoffrey B & Carley, Kathleen M . (2017). Cyber-FIT: An Agent-Based Modeling Approach to Simulating Cyber Warfare. In Proceedings of the International Conference Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2017), Dongwon Lee, YuRu Lin, Robert Thompson and Nathaniel Osgood (Eds.) July 5-8, 2017, Washington D.C., 139-148. Springer. [pdf]

Frankenstein, William & Huang, Binxuan & Carley, Kathleen M . (2016). NATO Trident Juncture on Twitter: Public Discussion. Carnegie Mellon University School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-16-100, [pdf]

Carley, Kathleen M & Frankenstein, William & Joseph, Kenneth. (2016). Social Media ACTion: SOLO Data Description. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-16-103, [pdf]

Hirshman, Brian & Tang, Jessica A & Jones, Laurie & Proudfoot, James A & Carley, Kathleen M & Marshall, Lawrence & Carter, Bob S & Chen, Clark C . (2016). Impact of Medical Academic Genealogy on Publication Patterns: An analysis of the Literature for Surgical Resection in Brain Tumor Patients. Annals of Neurology, Wiley. [DOI] WebSite: [link]

Carley, Kathleen M & Levine, Joel H . (2016). SCM System. Carnegie Mellon University School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-16-108, [pdf]

Lewis, Eleanor T & Carley, Kathleen M & Diesner, Jana. (2016). Displaying responsiveness or asserting identity in organizational language: how concept networks capture rhetorical strategies. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-16-111, [pdf]

Kumar, Sumeet & Carley, Kathleen M . (2016). Approaches to Understanding the Motivations Behind Cyber Attacks. Intelligence and Security Informatics (ISI), In Proceedings of the 2016 IEEE International Conference, Tuscan, AZ, September 28-30, 2016, [pdf]

Kumar, Sumeet & Benigni, Matthew & Carley, Kathleen M . (2016). The Impact of US Cyber Policies on Cyber-Attacks Trend. Intelligence and Security Informatics (ISI), In Proceedings of the 2016 IEEE International Conference, Tuscan, AZ, September 28-30, 2016, [pdf]

Kumar, Sumeet & Carley, Kathleen M . (2016). DDoS Cyber-Attacks Network: Who's Attacking Whom. Intelligence and Security Informatics (ISI), In Proceedings of the 2016 IEEE International Conference, Tuscan, AZ, September 28-30, 2016, [pdf]

Kumar, Sumeet & Carley, Kathleen M . (2016). Understanding DDoS Cyber-Attacks using Social Media Analytics. Intelligence and Security Informatics (ISI), In Proceedings of the 2016 IEEE International Conference, Tuscan, AZ, September 28-30, 2016, [pdf]

Ahuja, Aman & Wei, Wei & Carley, Kathleen M . (2016). Microblog Sentiment Topic Model. Accepted paper for SoMeRis 2016 2nd International Workshop on Data Science for Social Media and Risk, Barcelona, Spain, December 12, 2016.,

Joseph, Kenneth & Benigni, Matthew & Carley, Kathleen M . (2016). A Social-Event Based Approach to Sentiment Analysis of Identities and Behaviors in Text. The Journal of Mathematical Sociology, 40, 137-166. [DOI]

Morstatter, Fred & Wu, Liang & Nazer, Tahora H & Carley, Kathleen M & Liu, Huan. (2016). A New Approach to Bot Detection: The Importance of Recall. In Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2016), San Francisco, CA, August 18 - 21, 2016, WebSite: [link]

Wei, Wei & Joseph, Kenneth & Liu, Huan & Carley, Kathleen M . (2016). Exploring Characteristics of Suspended Users and Network Stability on Twitter. Social Network Analysis and Mining, 6, [DOI] WebSite: [link]

Joseph, Kenneth & Wei, Wei & Carley, Kathleen M . (2016). Exploring Patterns of Identity Usage in Tweets: A New Problem, Solution and Case Study. In Proceedings of the 25th International Conference on World Wide Web (WWW'2016), 2016, [pdf]

Benigni, Matthew & Carley, Kathleen M . (2016). From Tweets to Intelligence: Understanding the Islamic Jihad Supporting Communities in Twitter. In Proceedings of the 2016 SBP-BRiMS International Conference, Washington, DC, June 28-July 1, 2016.,

Frankenstein, William & Carley, Kathleen M & Joseph, Kenneth. (2016). Contextual Sentiment Analysis. In Proceedings of the 2016 SBP-BRiMS International Conference, Washington, DC, June 28-July 1, 2016, [DOI]

Gelernter, Judith & Carley, Kathleen M . (2015). Spatiotemporal Network Analysis and Visualization. International Journal of Applied Geospatial Research, 6, 78-98. [DOI] [pdf]

Frankenstein, William & Mezzour, Ghita & Carley, Kathleen M & Carley, Richard L . (2015). Remote assessment of countries' nuclear, biological, and cyber capabilities: joint motivation and latent capability approach. Social Network Analysis and Mining, 5, [DOI] WebSite: [link]

Horgan, John & Kenney, Michael J & Horne, Cale D & Vining, Peter & Carley, Kathleen M & Bigrigg, Michael & Bloom, Mia M & Braddock, Kurt. (2015). Competitive Adaptation in Terrorist Networks: Preliminary Findings from an Islamist Case Study. Counter-terrorism & Hostile Intent: Human Factors Theory and Application, Ashegate: London. [pdf]

Jamshidnezhad, Bizhan & Carley, Kathleen M . (2015). Agent-based modelling of quality management effects on organizational productivity. Journal of Simulation, 9, 73-82. [DOI] [pdf]

Mezzour, Ghita & Carley, Kathleen M & Carley, Richard L . (2015). An Empirical Study of Global Malware Encounters. ACM Symposium and Bootcamp on the Science of Security (HotSos), April 2015, Urbana, IL,

Morgan, Geoffrey & Joseph, Kenneth & Carley, Kathleen M . (2015). Group-Based Transactive Memory to implement Computationally-Plausible Social Cognition in Agents. BRiMS'15, [pdf]

Kas, Miray & Carley, Kathleen M & Carley, Richard L . (2015). An Incremental Algorithm for Updating Betweenness Centrality and k-Betweenness Centrality and Its Performance on Realistic Dynamic Social Network Data. Social Network Analysis and Mining (SNAM) , 4, 234-256. Springer. WebSite: [link]

Wei, Wei & Carley, Kathleen M . (2015). Measuring Temporal Patterns in Dynamic Social Networks. ACM Transactions on Knowledge Discovery from Data (TKDD), 10, [DOI] [pdf]

Joseph, Kenneth & Carley, Kathleen M . (2015). Culture, Networks, Twitter and foursquare: Testing a Model of Cultural Conversion with Social Media Data. In Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM,'15), [pdf]

Kalyanasundaram, Arun & Wei, Wei & Carley, Kathleen M & Herbsleb, James D . (2015). An Agent-Based Model of Edit Wars in Wikipedia: How and When is Consensus Reached. Proceedings of the 2015 Winter Simulation Conference, eds. L. Yilmaz, W.K.V. Chan, T.M.K. Roeder, C. Macal and M.D. Rossetti, Huntington Beach, CA, [pdf]

Ahuja, Aman & Wei, Wei & Carley, Kathleen M . (2015). Topic Modeling in Large Scale Social Network Data. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-15-108, [pdf]

Carley, Kathleen M & Malik, Momin & Kowalchuck, Michael & Pfeffer, Juergen & Landwehr, Peter. (2015). Twitter Usage in Indonesia. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-15-109, 54. [pdf]

Frankenstein, William & Joseph, Kenneth & Carley, Kathleen M . (2015). Impact of Context on Social Media Posts. 2015 SBP-BRiMS Conference, Washington, DC, March 31 - April 3, 2015., [pdf]

Morgan, Geoffrey & Carley, Kathleen M . (2014). Comparing hiring strategies in a committee with similarity biases. Computational & Mathematical Organization Theory, 20, 1-19. [DOI] [pdf]

Lanham, Michael & Morgan, Geoffrey & Carley, Kathleen M . (2014). Social Network Modeling and Agent-Based Simulation in Support of Crisis De-escalation. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 44, 103-140. [DOI] [pdf]

Pfeffer, Juergen & Zorbach, Thomas & Carley, Kathleen M . (2014). Understanding online firestorms: Negative word of mouth dynamics in social media networks. Journal of Marketing Communications, Special Issue: Word of Mouth and Social Media, 20, 117-128. [DOI]

Mezzour, Ghita & Carley, Richard L & Carley, Kathleen M & Frankenstein, William. (2014). Systematic Assessment of Nation-State' Motivations and Capabilities to Produce Biological Weapons. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-14-103, [pdf]

Landwehr, Peter & Carley, Kathleen M . (2014). Social Media in Disaster Relief. Data Mining and Knowledge Discovery for Big Data: Methodologies, Challenge and Opportunities, 1, 225-257. Springer-Verlag Berlin Heidelberg. [DOI]

Joseph, Kenneth & Morgan, Geoffrey & Martin, Michael & Carley, Kathleen M . (2014). On the Coevolution of Stereotype, Culture, and Social Relationships: An Agent-Based Model. Computer Science Social Review, 32, 295-311. [DOI] [pdf]

Wei, Wei & Carley, Kathleen M . (2014). Real Time Closeness and Betweeness Centrality Calculations on Streaming Network Data. In the proceedings of the 2014 ASE BIGDATA/SOCIALCOM/CYBERSECURITY Conference, Stanford University, May 27-31, 2014, [pdf]

Mezzour, Ghita & Carley, Richard L & Carley, Kathleen M . (2014). Global Mapping of Cyber Attacks. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-14-111., [pdf]

Mezzour, Ghita & Carley, Richard L & Carley, Kathleen M . (2014). Longitudinal analysis of a large corpus of cyber threat descriptions. Jornal of Computer Virology and Hacking Techniques, Published online by Springer on 9 June 2014, Springer Paris. [DOI] [pdf]

Mezzour, Ghita & Carley, Kathleen M . (2014). Spam Diffusion in a Social Network Initiated by Hacked Email Accounts. International Journal of Security and Networks, 9, [DOI] [pdf]

Joseph, Kenneth & Carley, Kathleen M & Filonuk, David & Morgan, Geoffrey & Pfeffer, Juergen. (2014). Arab Spring: From Newspaper Data to Forecasting . Social Network Analysis and Mining, Online publication, February 2014, 4, Springer Vienna. [DOI] [pdf]

Lanham, Michael & Joseph, Kenneth & Morgan, Geoffrey & Carley, Kathleen M & Lanham, Michael & Joseph, Kenneth & Morgan, Geoffrey & Carley, Kathleen M . (2014). Developing and Buidling CASOS' Construct Simulation and Development Environments. Technical Report published at Carnegie Mellon Univeristy, School of Computer Science, Institute for Software Research., [pdf]

Lanham, Michael & Joseph, Kenneth & Morgan, Geoffrey & Carley, Kathleen M & Lanham, Michael & Joseph, Kenneth & Morgan, Geoffrey & Carley, Kathleen M . (2014). Developing and Buidling CASOS' Construct Simulation and Development Environments. Technical Report published at Carnegie Mellon Univeristy, School of Computer Science, Institute for Software Research., [pdf]

Carley, Kathleen M & Lanham, Michael & Joseph, Kenneth & Kowalchuck, Michael & Morgan, Geoffrey. (2014). Construct User Guide. Carnegie Mellon University, School of Computer Science, Institute for Software Research Technical Report, December 2014, [pdf]

Carley, Kathleen M & Liu, Huan & Pfeffer, Juergen & Morstatter, Fred. (2014). Embassies Burning: Toward a Near Real Time Assessment of Social Media Using Geo-Temporal Dynamic Network Analytics. Social Network Analysis and Mining, 4, 1-23. [DOI] [pdf]

Joseph, Kenneth & Hong, Jason & Carley, Kathleen M . (2014). Check-ins in "Blau Space": Applying Blau's Macrosociological Theory to Foursquare Check-ins from New York City. ACM Transactions on Intelligent Systems and Technology, Special Section on Urban Computing, 5, [DOI]

Alexander, Gregory L & Alexander, Gregory L & Pasupathy, Kalyan S & Steege, Linsey M & Strecker, E. Bradley & Carley, Kathleen M . (2014). Multi-disciplinary communication networks for skin risk assessment in nursing homes with high IT sophistication. International Journal of Medical Informatics, 83, 581-591. [pdf]

Carley, Kathleen M & Morgan, Geoffrey & Lanham, Michael & Pfeffer, Juergen. (2013). Multi-Modeling and Socio-cultural complexity: Reuse and Validation. Advances in Design for Cross-Cultural Activities, Part II, 128-137. CRC Press.

Pfeffer, Juergen & Carley, Kathleen M . (2013). The Importance of Local Clusters for the Diffusion of Opinions and Beliefs in Interpersonal Communication Networks. International Journal of Innovation and Technology Management, 10, [DOI] [pdf]

Frantz, Terrill & Carley, Kathleen M . (2013). The Effects of Legacy Organization Culture on Post-Merger Integration. Nonlinear Dynamics, Psychology, and Life Sciences, 17, 107-32. WebSite: [link]

Carley, Kathleen M & Zhao, Hai & Ai, Jun & Su, Zhan & Li, Hui. (2013). Neighbor Vector Centrality of Complex Network based on Neighbors Degree Distribution. European Physical Journal B, (EPJB). SCI(Q2), IF 1.534. , 86:163, [DOI] [pdf]

Effken, Judith A & Gephart, Sheila & Carley, Kathleen M . (2013). Using ORA to assess the relationship of handoffs to quality and safety outcomes. CIN: Computers, Informatics, and Nursing, 31, 36-44. [DOI]

Ai, Jun & Zhao, Hai & Carley, Kathleen M & Su, Zhan. (2013). Evolution of IPv6 Internet Topology with Unusual Sudden Changes. Chinese Physics B, 22, Chinese Physical Society. [DOI] [pdf]

Aparna, Gullapalli & Carley, Kathleen M . (2013). Extracting Ordinal Temporal Trail Clusters in Networks using Symbolic Time Series Analysis. Social Network Analysis and Mining, Springer Vienna. [DOI] [pdf]

Olson, Jamie & Carley, Kathleen M . (2013). Exact and approximate EM estimation of mutually exciting hawkes processes. Statistical Inference for Stochastic Processes, 16, 63-80. Springer. [DOI] [pdf]

Morstatter, Fred & Pfeffer, Juergen & Liu, Huan & Carley, Kathleen M . (2013). Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose. Scheduled in the proceedings of International AAAI Conference on Weblogs and Social Media (ICWSM), Boston, MA., [pdf]

Landwehr, Peter & Spraragen, Marc & Ranganathan, Balakrishnan & Carley, Kathleen M & Zyda, Michael. (2013). Games, Social Simulations, and Data-Integration for Policy Decisions: The SUDAN Game. Simulation & Gaming, 44, 151-77. [DOI] [pdf]

Carley, Kathleen M & Pfeffer, Juergen & Reminga, Jeffrey & Storrick, Jon & Columbus, Dave. (2013). ORA User's Guide 2013. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-13-108, [pdf]

Carley, Kathleen M & Columbus, Dave & Landwehr, Peter. (2013). AutoMap User's Guide 2013. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-13-105, [pdf]

Moon, Il-Chul & Carley, Kathleen M & Kim, T. G. (2013). Modeling and Simulating Command and Control for Organizations Under Extreme Situations. 87. Springer.

Carley, Kathleen M & Pfeffer, Juergen & Liu, Huan & Morstatter, Fred & Goolsby, Rebecca. (2013). Near Real Time Assessment of Social Media Using Geo-Temporal Network Analysis. In Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), August 25-28 2013, Niagara Falls, CA., [DOI] [pdf]

Spraragen, Marc & Zyda, Michael & Ranganathan, Balakrishnan & Landwehr, Peter & Carley, Kathleen M & Chang, Yu-Han & Maheswaran, Rajiv. (2013). Cosmopolis: A Massively Multiplayer Online Game for Social and Behavioral Research. Journal of Artificial Societies and Social Simulation, [pdf]

Kenney, Michael J & Horgan, John & Horne, Cale D & Vining, Peter & Carley, Kathleen M & Bigrigg, Michael & Bloom, Mia M & Braddock, Kurt. (2013). Organisational adaptation in an activist network: Social networks, leadership, and change in al-Muhajiroun. Applied Ergonomics, Online release, 21 June 2012., 44, 739-747. [DOI] [pdf]

Martin, Michael & Pfeffer, Juergen & Carley, Kathleen M . (2013). Network text analysis of conceptual overlap in interviews, newspaper articles and keywords. Social Network Analysis and Mining, 3, 1165-1177. [DOI]

Wei, XC & Hu, Bin & Carley, Kathleen M . (2013). Combination of Empirical Study and Qualitative Simulation for Optimizing Customer's Mobile Banking Adoption Behavior. Journal of Artificial Societies and Social Simulation, 16, WebSite: [link]

van Holt, Tracy & Johnson, Jeff & Carley, Kathleen M & Brinkley, James D & Diesner, Jana. (2013). Rapid ethnographic assessment for cultural mapping. Poetics, 41, 366-383. [DOI] [pdf]

Kas, Miray & Carley, Richard L & Carley, Kathleen M . (2013). Monitoring Social Centrality for Peer-to-Peer Network Protection. Communications Magazine, IEEE, 51, 155-161. [DOI] [pdf]

Kas, Miray & Carley, Kathleen M & Carley, Richard L . (2013). Incremental Closeness Centrality for Dynamically Changing Social Networks. Workshop on the Semantic and Dynamic Analysis of Information Networks (SDAIN'13). In Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), August 25-28, 2013, Niagara Falls, Canada., [pdf]

Kas, Miray & Wachs, Matthew & Carley, Kathleen M & Carley, Richard L . (2013). Incremental Computation of Betweeness Centrality for Dynamically Growing Networks. Workshop on the Semantic and Dynamic Analysis of Information Networks (SDAIN'13). In Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), August 25-28, 2013, Niagara Falls, Canada., 33-40. [DOI] [pdf]

Frantz, Terrill & Carley, Kathleen M & Wallace, William A . (2013). Computational Organization Theory. Encyclopedia of Operations Research and Management Science, 246-252. Springer US. [DOI] [pdf]

Diesner, Jana & Carley, Kathleen M . (2013). Error Propogation and Robustness of Relation Extraction Methods. Presentation at XXXIII International Sunbelt Social Network Conference, Hamburg, Germany, May 2013,

Joseph, Kenneth & Wei, Wei & Carley, Kathleen M . (2013). An Agent-Based Model Model for Simultaneous Phone and SMS Traffic over Time. Social Computing, Behavioral-Cultural Modeling and Prediction: 6th International Conference, SBP 2013, Washington, DC, USA, April 2-5, 2013. Proceedings , 7812, 65-74. Springer Berlin Heidelberg. [DOI] [pdf]

Kas, Miray & Carley, Kathleen M & Carley, Richard L . (2012). Trends in Science Networks: Understanding Structures and Statistics of Scientific Networks. Social Network Analysis and Mining (SNAM), 2, 741-747. Springer. [DOI]

Daimler, Eric & Morris, James H & Carley, Kathleen M . (2012). Exploration in Automated Systems for Analyzing Public Policy Documents. In Zhihong Qian, Lei Cao, Weilian Su, Tingkai Wang & Huamin Yang (Eds.), Recent Advances in Computer Science and Information Engineering (Vol. 126, pp. 741-747). Berlin, Germany: Springer Berlin Heidelberg., [DOI] [pdf]

Pfeffer, Juergen & Carley, Kathleen M . (2012). Social Networks, Social Media, Social Change. (Forthcoming). In proceedings of the 2nd International Conference on Cross-Cultural Decision Making: Focus 2012, San Francisco, CA, July 21-25, 2012., [pdf]

Carley, Kathleen M & Pfeffer, Juergen. (2012). Dynamic Network Analysis (DNA) and ORA. In proceedings of the 2nd International Conference on Cross-Cultural Decision Making: Focus 2012, San Francisco, CA, July 21-25, 2012., [pdf]

Pfeffer, Juergen & Carley, Kathleen M . (2012). k-Centralities: Local Approximations of Global Measures Based on Shortest Paths. Proceedings of the WWW Conference 2012, 1st International Workshop on Large Scale Network Analysis (LSNA 2012), Lyon, France., WebSite: [link]

Merrill, Jacqueline & Carley, Kathleen M & Orr, Mark G & Jeon, Christie Y & Storrick, Jon. (2012). Patterns of Interaction Among Local Public Health Officials and the Adoption of Recommended Practices. Frontiers in Public Health Services and Systems Research, Article 6. Available at: [uknowledge.uky.edu/], 1, [pdf]

Carley, Kathleen M & Pfeffer, Juergen & Reminga, Jeffrey & Storrick, Jon & Columbus, Dave. (2012). ORA User's Guide 2012. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-12-105., [pdf]

Carley, Kathleen M & Columbus, Dave & Azoulay, Ariel. (2012). AutoMap User's Guide 2012. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-12-106., [pdf]

Carley, Kathleen M & Columbus, Dave. (2012). Basic Lessons in ORA and AutoMap 2012. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-12-107. , [pdf]

Pfeffer, Juergen & Carley, Kathleen M . (2012). Rapid Modeling and Analyzing Networks Extracted from Pre-Structured News Articles. Computational & Mathematical Organization Theory, 18, 280-299. Springer. [DOI] [pdf]

Kas, Miray & Khadka, Alla & Frankenstein, William & Abdulla, Ahmed Y & Kunkel, Frank & Carley, Richard L & Carley, Kathleen M . (2012). Analyzing scientific networks for nuclear capabilities assessment. Journal of the American Society for Information Science and Technology, 63, 1294-1312. [DOI] [pdf]

Carley, Kathleen M & Bigrigg, Michael & Diallo, Bouba. (2012). Data-to-Model: A Mixed Initiative Approach for Rapid Ethnographic Assessment . Computational and Mathematical Organization Theory, 18, 300-27. WebSite: [link]

Diesner, Jana & Carley, Kathleen M . (2012). Impact of Relation Extraction Methods from Text Data on Network Data and Analysis Results. In Proceedings of the ACM Web Science Conference (WebSci 2012), Evanston, IL, June 22-24, 2012., [pdf]

Sangal, Abhinav & Carley, Kathleen M & Altman, Neal & Martin, Michael. (2012). Creating, Using and Updating Thesauri Files for AutoMap and ORA. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-12-108., [pdf]

Schreiber, Craig & Carley, Kathleen M . (2012). Validating Agent Interactions in Construct Against Empirical Communication Networks Using the Calibrated Grounding Technique. IEEE Transactions on Systems Man and Cybernetics - Part A, 42, Institute of Electrical and Electronics Engineers. [DOI] [pdf]

Joseph, Kenneth & Tan, Chun How & Carley, Kathleen M . (2012). Beyond "Local", "Social and "Category": Clustering foursquare Users Using Latent "Topics". LBSN'12, Pittsburgh, PA, Sept. 8th., WebSite: [link]

Joseph, Kenneth & Jose, Rui & Carley, Kathleen M . (2012). Leveraging Media Repertoires to Create New Social Ties. SOTFTec'12, Pittsburgh, PA, Sept. 8th., WebSite: [link]

Chang, Yi & Diesner, Jana & Carley, Kathleen M . (2012). Toward Automated Definition Acquisition From Operations Law. Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions On, 42, 223-32. Institute of Electrical and Electronics Engineers. [DOI] [pdf]

van Holt, Tracy & Johnson, Jeff & Brinkley, James D & Carley, Kathleen M & Caspersen, Janna. (2012). Structure of ethnic violence in Sudan: a semi-automated network analysis of online news (2003�2010). Computational & Mathematical Organization Theory, 18, 340-355. Springer. [DOI] [pdf]

Diesner, Jana & Carley, Kathleen M & Tambayong, Laurent. (2012). Extracting socio-cultural networks of the Sudan from open-source, large-scale text data. Computational & Mathematical Organizational Theory, 18, 328-339. [DOI] [pdf]

Khadka, Alla & Kas, Miray & Abdulla, Ahmed Y & Diesner, Jana & Carley, Kathleen M & Carley, Richard L . (2012). Nuclear Security and Iran: Developing a Methodology to Assess a Country's Nuclear Capacity. In the proceedings of the Midwest Political Science Association National Conference (MPSA 2012), Chicago IL, April 12-15, 2012., [ppt]

Kas, Miray & Carley, Kathleen M & Carley, Richard L . (2012). Who was Where, When? Spatiotemporal Analysis of Researcher Mobility in Nuclear Science. International Workshop on Spatio-Temporal Data Integration and Retrieval (STIR 2012). Held in conjunction with ICDE 2012. April 1, 2012, Washington DC, USA., [pdf]

Kas, Miray & Wachs, Matthew & Carley, Richard L & Carley, Kathleen M . (2012). Incremental Centrality Computations for Dynamic Social Networks. Presentation at XXXII International Sunbelt Social Network Conference (Sunbelt 2012). March 12-18, 2012, Rodendo Beach, CA, USA., [pdf]

Khadka, Alla & Dunn, William & Kas, Miray & Carley, Kathleen M . (2012). Testing Social Science Publications for Multiple Perspectives: Using citation networks analysis to assess U.S. scholarship on security strategy towards Afghanistan. Presentation at XXXII International Sunbelt Social Network Conference (Sunbelt 2012). March 12-18, 2012, Rodendo Beach, CA, USA., [pdf]

Morgan, Geoffrey & Carley, Kathleen M . (2012). Modeling Formal and Informal Ties within an Organization: A Multiple Model Integration. The Garbage Can Model of Organizational Choice: Looking Forward at Forty, 36, Emerald Group Publishing Ltd..

Morgan, Geoffrey & Carley, Kathleen M . (2012). Modeling Explicit and Implicit Ties within an Organization: A Multiple Model Integration. Presented at the 21st Annual of the Behavioral Representation and Modeling (BRIMS) Conference, [pdf]

Merrill, Jacqueline & Orr, Mark G & Jeon, Christie Y & Wilson, Rosalind V & Storrick, Jon & Carley, Kathleen M . (2012). Topology of Local Health Officials' Advice Networks: Mind the Gaps. Journal of Public Health Management and Practice, 18, 602-08. Lippincott Williams & Wilkins. [DOI] [pdf]

Effken, Judith A & Carley, Kathleen M & Lee, Ju-Sung & Brewer, Barbara B & Verran, Joyce A . (2012). Simulating Nursing Unit Performance with OrgAhead: Strengths and Challenges. CIN: Computers, Informatics, and Nursing, 30, 620-26. [DOI]

Gelernter, Judith & Carley, Kathleen M . (2012). Spatiotemporal network analysis and visualization. International Journal of Applied Geospacial Research, special issue., [pdf]

Joseph, Kenneth & Carley, Kathleen M . (2012). Simulating Diffusion with Conflicting Knowledge. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-12-111., [pdf]

Carley, Kathleen M & Filonuk, David & Joseph, Kenneth & Kowalchuck, Michael & Lanham, Michael & Morgan, Geoffrey. (2012). Construct User Guide. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-12-112, [pdf]

Morgan, Geoffrey & Carley, Kathleen M . (2012). Network-Centric Simulation and Virtual Experimentation. Published in the Proceedings of the 21st Behavioral Representation in Modeling and Simulation (BRiMS) Conference. Amelia Island, FL, [pdf]

Kas, Miray & Appala, Sandeep & Wang, Sandeep & Carley, Kathleen M & Carley, Richard L & Tonguz, Ozan K . (2012). What if Wireless Routers were Social? Analyzing Wireless Mesh Networks from a Social Networks Perspective. IEEE Wireless Communications Magazine, 19, 36-43. WebSite: [link]

Jiang, Xiaoqian & Carley, Kathleen M & Eberlein, Armin. (2012). Assessing Team Performance from a Socio-technical Congruence Perspective. In proceedings of the International Conference on Software and System Process (ICSSP) 2012, Zurich, Switzerland, June 2-3, 2012., [DOI] [pdf]

Carley, Richard L & Carley, Kathleen M . (2012). Use of Social Network Analysis to Improve Wireless Data Distribution. Journal of Sociology and Social Anthropology, 5, [pdf]

McCulloh, Ian & Johnson, Anthony N & Carley, Kathleen M . (2012). Spectral Analysis of Social Networks to Identify Periodicity. Journal of Mathematical Sociology, 36, 80-96. WebSite: [link]

Carley, Kathleen M & Pfeffer, Juergen. (2012). Dynamic Network Analysis (DNA) and ORA. In: D. D. Schmorrow, D.M. Nicholson (Eds.), Advances in Design for Cross-Cultural Activities Part I, CRC Press, pp. 265-274. Reprinted from: Kathleen M. Carley and Juergen Pfeffer, 2012, "Dynamic Network Analysis (DNA) and ORA," In proceedings of the 2nd International Conference on Cross-Cultural Decision Making: Focus 2012, San Francisco, CA, July 21-25, 2012., [pdf]

Carley, Kathleen M & Morgan, Geoffrey & Lanham, Michael & Pfeffer, Juergen. (2012). Multi-Modeling and Sociocultural Complexity. In: D.D. Schmorrow, D.M. Nicholson (Eds,), Advances in Design for Cross-Cultural Activities Part II, CRC Press, pp. 128-137. Reprinted from: Kathleen M. Carley, Geoffrey Morgan, Michael Lanham and J�rgen Pfeffer, 2012, �Multi-Modeling and Socio-cultural complexity: Reuse and Validation,� In proceedings of the 2nd International Conference on Cross-Cultural Decision Making: Focus 2012, San Francisco, CA, July 21-25, 2012., [pdf]

Spraragen, Marc & Landwehr, Peter & Ranganathan, Balakrishnan & Zyda, Michael & Carley, Kathleen M & Chang, Yu-Han & Maheswaran, Rajiv. (2012). Social and Behavioral Modeling in an Online Multiplayer Game. In the proceedings of Applied Human Factors and Ergonomics (AHFE) 2012, July 23-25, 2012, San Francisco, California.,

Joseph, Kenneth & Carley, Kathleen M . (2012). Quantifying Meaning in Interaction on Different Communication Media. Workshop presentation at the INSNA SunBelt Conference, March 15, 2012., [ppt]

Gelernter, Judith & Cao, Dong & Carley, Kathleen M . (2012). Extraction of Spatio-Temporal Data for Social Networks. The Influence of Technology on Social Network Analysis and Mining, 6, WebSite: [link]

Tambayong, Laurent & Carley, Kathleen M . (2012). Network Text Analysis in Computer-Intensive Rapid Ethnography Retrieval: An Example from the Political Networks of Sudan. Journal of Social Structure, 13, [pdf]

Sangal, Abhinav & Martin, Michael & Carley, Kathleen M . (2012). Competitive Adaptation in Terrorist Networks: Differences Between the Al-Muhajiroun and the Irish Republican Army. Carnegie Mellon University School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-12-110, [pdf]

Hirshman, Brian & St. Charles, Jesse & Carley, Kathleen M . (2011). Leaving us in tiers: can homophily be used to generate tiering effects?. Computational and Mathematical Organization Theory, 17, 318-343. Springer. [DOI] [pdf]

Diesner, Jana & Carley, Kathleen M . (2011). Words and Networks. In Encyclopedia of Social Networking, Edited by G. Barnettt & J.G. Golson (Eds), Sage Publications, pp: 958-961.,

Carley, Kathleen M & Diesner, Jana & Chang, Yi. (2011). Towards Automated Definition Acquisition from Operations Law. IEEE Transactions on Systems, Man, and Cybernetics, Part C., 41, 223-232. IEEE. [DOI] [pdf]

Carley, Kathleen M & Malloy, Eric & Altman, Neal. (2011). "Multi-Agent Modeling of Biological and Chemical Threats" in Infectious Disease Informatics and Biosurveillance. Infectious Disease Informatics and Biosurveillance, Edited by Zeng, Daniel; Chen, Hsinchun; Castillo-Chavez, Carlos; Lober, William B.; Thurmond, Mark (Eds.), Springer, New York, Ch. 16: 361-380., WebSite: [link]

Diesner, Jana & Carley, Kathleen M . (2011). Semantic Networks. In Encyclopedia of Social Networking, Edited by G. Barnettt & J.G. Golson (Eds.), Sage Publications, pp: 766-769., [pdf]

Diesner, Jana & Mergel, I & Carley, Kathleen M . (2011). Network Analysis Software. In Encyclopedia of Social Networking, Edited by G. Barnettt & J.G. Golson (Eds.), Sage Publications, pp: 595-598.,

McCulloh, Ian & Carley, Kathleen M . (2011). Detecting Change in Longitudinal Social Networks. Journal of Social Structure, 12, 1-37. [pdf]

Schmerl, Bradley & Garlan, David & Dwivedi, Vishal & Dwivedi, Vishal & Bigrigg, Michael & Carley, Kathleen M . (2011). SORASCS: A Case Study in SOA-based Platform Design for Socio-Cultural Analysis. In Proceedings of 33rd International Conference on Software Engineering, Waikiki Honolulu, Hawaii, May 21-28, 2011., [DOI] [pdf]

Carley, Kathleen M & Bigrigg, Michael & Papageorgiou, Constantine P & Johnson, Jeff & Kunkel, Frank & Lanham, Michael & Martin, Michael & Morgan, Geoffrey & Schmerl, Bradley & van Holt, Tracy. (2011). Rapid Ethnographic Assessment: Data-To-Model. In proceedings of HSCB Focus 2011: Integrating Social Science Theory and Analytic Methods for Operational Use, Chantilly, VA, February 8-10, 2011., [pdf]

Carley, Kathleen M & Bigrigg, Michael & Garlan, David & Lanham, Michael & Lu, Yue & Morgan, Geoffrey & Schmerl, Bradley. (2011). Experimentation Testbeds: Using SORASCS to Run and Process HSCB Virtual Experiments. In proceedings of HSCB Focus 2011: Integrating Social Science Theory and Analytic Methods for Operational Use, Chantilly, VA, February 8-10, 2011., [pdf]

Garlan, David & Garlan, David & Schmerl, Bradley & Dwivedi, Vishal & Bigrigg, Michael & Carley, Kathleen M . (2011). Specifying Workflows in SORASCS to Automate and Share Common HSCB Processes. In proceedings of HSCB Focus 2011: Integrating Social Science Theory and Analytic Methods for Operational Use, Chantilly, VA, February 8-10, 2011., [pdf]

Morgan, Geoffrey & Carley, Kathleen M . (2011). Exploring the impact of a stochastic hiring function in dynamic organizations. In proceedings of the Behavioral Representation in Modeling and Simulation (BRIMS) Conference, Sundance, UT, March 21-24, 2011., [pdf]

Pfeffer, Juergen & Carley, Kathleen M . (2011). Modeling and Calibrating Real World Interpersonal Networks. IEEE NSW 2011, 1st International Workshop on Network Science, June 22-24, West Point, New York, Pp. 9-16., WebSite: [link]

Lanham, Michael & Morgan, Geoffrey & Carley, Kathleen M . (2011). Data-Driven Diffusion Modeling to examine Deterrence. IEEE NSW 2011, 1st International Workshop on Network Science, June 22-24, West Point, New York, Pp. 1-8., [DOI] [pdf]

Stuetzer, Cathleen & Carley, Kathleen M & Koehler, Thomas & Thiem, Gerhard. (2011). The communication infrastructure during the learning process in web based collaborative learning systems. In proceedings of ACM Web Science 2011, Koblenz, Germany, June 14-17, 2011., [DOI] [pdf]

Airoldi, Edoardo & Xue, Bai & Carley, Kathleen M . (2011). Network sampling and classification: An investigation of network model representations. Decision Support Systems, 51, 506-518. WebSite: [link]

Effken, Judith A & Carley, Kathleen M & Gephart, Sheila & Verran, Joyce A & Bianchi, Denise & Reminga, Jeffrey & Brewer, Barbara B . (2011). Using ORA to Explore the Relationship of Nursing Unit Communication to Patient Safety and Quality Outcomes. International Journal of Medical Informatics, 80, 507-517. [DOI]

Carley, Kathleen M & Reminga, Jeffrey & Storrick, Jon & Columbus, Dave. (2011). ORA User�s Guide 2011. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-11-107R., [pdf]

Carley, Kathleen M & Columbus, Dave & Bigrigg, Michael & Kunkel, Frank. (2011). AutoMap User�s Guide 2011. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-11-108R., [pdf]

Bales, Michael E & Johnson, Stephen B & Keeling, Jonathan & Carley, Kathleen M & Kunkel, Frank & Merrill, Jacqueline. (2011). Evolution of Coauthorship in Public Health Systems and Services Research. American Journal of Preventive Medicine, 41, 112-117. [DOI] [pdf]

Carley, Kathleen M & Columbus, Dave. (2011). Basic Lessons in ORA and AutoMap 2011. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-11-109R., [pdf]

Wei, Wei & Pfeffer, Juergen & Reminga, Jeffrey & Carley, Kathleen M . (2011). Handling Weighted, Asymmetric, Self-Looped, and Disconnected Networks in ORA . Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-11-113., [PDF]

Carley, Kathleen M & Columbus, Dave. (2011). ORA Quick Start Guide 1.0. Carnegie Mellon University, School of Computer Science, Institute for Software Research., [PDF]

Carley, Kathleen M & Filonuk, David & Martin, Michael & Altman, Neal & Kowalchuck, Michael. (2011). The Effects of Healthcare Provisions on the 4X Poverty Population in the United States. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-11-122., [pdf]

Levis, Alexander H & Carley, Kathleen M & Karsai, Gabor. (2011). Resilient Architectures for Integrated Command and Control in a Contested Cyber Environment. Technical Report SAL/FR-11-02., [PDF]

Lanham, Michael & Morgan, Geoffrey & Carley, Kathleen M . (2011). Social Network Modeling and Simulation of Integrated Resilient Command and Control (C2) in Contested Cyber Environments (System Architectures Laboratory, Trans.). in Alexander Levis, Kathleen M. Carley, and Gabor Karsai (Eds.), Resilient Architectures for Integrated Command and Control in a Contested Cyber Environment (pp. 63-94). Fairfax, VA: The Volgenau School of Engineering Dept. of Electrical and Computer Engineering System Architectures Laboratory, George Mason University., [pdf]

Lanham, Michael & Morgan, Geoffrey & Carley, Kathleen M . (2011). Simulating Integrated Resilient Command and Control (C2) in Contested Cyber Environments (System Architectures Laboratory, Trans.). in Alexander Levis, Kathleen M. Carley, and Gabor Karsai (Eds.), Resilient Architectures for Integrated Command and Control in a Contested Cyber Environment (pp. 95-106). Fairfax, VA: The Volgenau School of Engineering Dept. of Electrical and Computer Engineering System Architectures Laboratory, George Mason University., [pdf]

Lee, Ju-Sung & Carley, Kathleen M . (2011). Inferring Logit Models from Empirical Margins Using Proxy Data. Sociological Methodology, 41, 77-118. [DOI] [pdf]

Gelernter, Judith & Carley, Kathleen M . (2011). Spatiotemporal network analysis and visualization. International Journal of Applied Geospatial Research, Special Issue, WebSite: [link]

Lanham, Michael & Morgan, Geoffrey & Carley, Kathleen M . (2011). Social Network Modeling and Simulation of Integrated Resilient Command and Control (C2) in Contested Cyber Environments. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-11-120., [pdf]

Carley, Kathleen M & St. Charles, Jesse. (2011). Network Simulations. Encyclopedia of Social Networks. Ed. George A. Barnett. Thousand Oaks, CA: SAGE, 2011. 612-16. SAGE Reference Online., WebSite: [link]

Carley, Kathleen M & Hirshman, Brian. (2011). Agent-Based Models. Encyclopedia of Social Networks. Ed. George A. Barnett. Thousand Oaks, CA: SAGE, 2011. 12-17. SAGE Reference Online., WebSite: [link]

Meyer, Matthias & Zaggl, Michael A & Carley, Kathleen M . (2011). Measuring CMOT�s intellectual structure and its development. Computational & Mathematical Organizational Theory, 17, 1-34. Springer. [DOI] [pdf]

Effken, Judith A & Carley, Kathleen M . (2011). Exploring Groups with ORA. In proceedings of the Western Institute of Nursing Communicating Nursing Research Conference 44, 114.,

Fellman, Philip V & Parnell, Gregory S & Carley, Kathleen M . (2011). Biowar and Bioterrorism Risk Assessment. In Eighth International Conference on Complex Systems, Boston., [pdf]

Moon, Il-Chul & Oh, Alice H & Carley, Kathleen M . (2011). Analyzing Social Media in Escalating Crisis Situations . Proceedings of IEEE International Conference on Intelligence and Security Informatics, 71-76. WebSite: [link]

Bigrigg, Michael & Chieffallo, Daniel & Carley, Kathleen M . (2010). PileSort Module Usage. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-10-119., [pdf]

Carley, Kathleen M & Reminga, Jeffrey & Storrick, Jon & Columbus, Dave. (2010). ORA User's Guide 2010. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-10-120., [pdf]

Carley, Kathleen M & Columbus, Dave & Bigrigg, Michael & Kunkel, Frank. (2010). AutoMap User's Guide 2010. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-10-121., [pdf]

Schmerl, Bradley & Bigrigg, Michael & Garlan, David & Carley, Kathleen M . (2010). Integrating Components into SORASCS. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-10-122., [pdf]

Carley, Kathleen M & Robertson, Dawn & Martin, Michael & Lee, Ju-Sung & St. Charles, Jesse & Hirshman, Brian. (2010). Predicting Intentional and Inadvertent Non-compliance. IRS Research Conference, Washington, DC, June 29-30, 2010., [pdf]

Hirshman, Brian & Morgan, Geoffrey & St. Charles, Jesse & Carley, Kathleen M . (2010). Construct Demo Input Deck. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-10-118., [pdf]

Schmerl, Bradley & Bigrigg, Michael & Garlan, David & Carley, Kathleen M . (2010). Using the SORASCS Prototype Web Portal. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-10-123., [PDF]

Martin, Michael & Morgan, Geoffrey & Joseph, Kenneth & Carley, Kathleen M . (2010). Impact of Information Loss and Information Error on Network-enabled Decision-making. Carnegie Mellon University, School of Computer Science, Institute for Software Research Technical Report, CMU-ISR-10-127., [pdf]

McCulloh, Ian & Lospinoso, Joshua & Carley, Kathleen M . (2010). The Link Probability Model: A Network Simulation Alternative to the Exponential Random Graph Model. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-10-130., [pdf]

Merrill, Jacqueline & Keeling, Jonathan & Carley, Kathleen M . (2010). A Comparative Study of 11 Local Health Department Organizational Networks. Journal of Public Health Management and Practice, 16, 564-576. Lippincott Williams and Wilkins. WebSite: [link]

Horgan, John & Kenney, Michael J & Carley, Kathleen M & Bloom, Mia M & Horne, Cale D & Braddock, Kurt & Vining, Peter & Zinni, Nicole. (2010). Adversarial Behavior in Complex Adaptive Systems: An Overview of ICST's Research on Competitive Adaptation in Militant Network. In Proceedings on APSA 2010 Annual Meeting., [link]

Diesner, Jana & Carley, Kathleen M . (2010). Relational Methods for Analyzing and Preventing Crime (in German). In C. Stegbauer & R. H�u�ling (Eds.), Handbuch Netzwerkforschung: Vs Verlag., 7.14: 725-738.,

Diesner, Jana & Carley, Kathleen M . (2010). Relation Extraction from Texts (in German). In C. Stegbauer & R. H�u�ling (Eds.), Handbuch Netzwerkforschung: Vs Verlag. 5.14: 507 -521,

Diesner, Jana & Carley, Kathleen M . (2010). Mapping Socio-Cultural Networks of Sudan From Open-Source, Large-Scale Text Data. Proceedings of the 29th Annual Conference of the Sudan Studies Association, West Lafayette, IN, May 2010., [abstract]

Diesner, Jana & Carley, Kathleen M . (2010). Extension of supervised conditional machine learning system to extract socio-technical networks from open source text data about the Sudan. Women in Machine Learning (WiML) Workshop in conjunction with NIPS, Vancouver, Canada, December 2010.,

Stuetzer, Cathleen & Diesner, Jana & Carley, Kathleen M & Koehler, Thomas & Thiem, Gerhard. (2010). Identifying and integrating social roles and structural for the case of collaborative e-learning environments. Presentation at XXX International Sunbelt Social Network Conference, Riva del Garda, Italy, July 2010., [abstract]

Diesner, Jana & Carley, Kathleen M . (2010). Computational integration of network theory and topic modeling for investigating the relationship between socio-technical networks, funding, and innovation in the European Union.. Presentation at XXX International Sunbelt Social Network Conference, Riva del Garda, Italy, July 2010. , [abstract]

Landwehr, Peter & Spraragen, Marc & Ranganathan, Balakrishnan & Zyda, Michael & Carley, Kathleen M & Hong, Jason. (2010). Planning a Cosmopolis: Key Features of an MMOG for Social Science Research. CHI 2010 Workshop: Video Games As Research Instrucments, Atlanta, Georgia: ACM, 2010.,

Carley, Kathleen M & Levis, Alexander H & Moon, Il-Chul & Morgan, Geoffrey & St. Charles, Jesse & Hirshman, Brian & Lanham, Michael & Papantoni-Kazakos, P & Wagenhals, Lee W & Zaidi, Abbas K & Cioffi-Revilla, Claudio & Elder, Rovert J & Levitt, R & AbuSharekh, Ashraf & Kansal, Smriti K & Erkin Olmez, A & Mansoor, Faisal & Faraz Rafi, M & Romano, Pedro & Pham, John. (2010). Computational Modeling of Cultural Dimensions in Adversary Organizations. Fairfax, VA: The Volgenau School of Engineering Dept. of Electrical and Computer Engineering System Architectures Laboratory, George Mason University, Technical Report., WebSite: [link]

Diesner, Jana & Carley, Kathleen M . (2010). A Methodology for Integrating Network Theory and Topic Modeling and its Applications to Innovation Diffusion. Social Computing (SocialCom), 2010 IEEE Second International Conference on Social Computing, pp. 687-692, 20-22 Aug. 2010. , [pdf]

Frantz, Terrill & Carley, Kathleen M . (2010). Post-Merger Knowledge Transfer: Examining Antecedent Structural Complexity. In proceedings of ICICKM 2010 The 7th International Conference on Intellectual Capital, Knowledge Management & Organizational Learning, The Hong Kong Polytechnic University, Hong Kong, China, November 11-12, 2010, Pp. 190-199.,

Diesner, Jana & Carley, Kathleen M . (2010). Integration of topic modeling and social network theory and its application to the diffusion of innovation in networks of funded research. In Proceedings of the 2010 IEEE International Conference on Social Computing, Minneapolis, MN, August 20-22, 2010.,

Wagstrom, Patrick A & Herbsleb, James D & Carley, Kathleen M . (2010). Communication, Team Performance, and the Individual: Bridging Technical Dependencies. Academy of Management Conference, August 6-8, 2010, Montr�al, Qu�bec, Canada. Received Best Paper Award. [Link],

Davis, George B & Olson, Jamie & Carley, Kathleen M . (2010). Unsupervised Plan Detection with Factor Graphs. Knowledge Discovery from Sensor Data Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers, Springer. [DOI]

Olson, Jamie & Howison, James & Carley, Kathleen M . (2010). Paying Attention to Each Other in Visible Work Communities: Modeling Bursty Systems of Multiple Activity Streams. In proceedings of the 2010 IEEE Second International Conference on Social Computing, SocialCom/IEEE International Conference on Privacy, Security, Risk and Trust, PASSAT 2010, Minneapolis, MN Aug 20-22, 2010; 01/2010, WebSite: [link]

Frantz, Terrill & Carley, Kathleen M . (2009). Harvesting Ego-Network Data from Facebook: Using the CEMAP Facebook Profile in ORA. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-102., [pdf]

Carley, Kathleen M & Columbus, Dave & DeReno, Matt & Bigrigg, Michael & Diesner, Jana & Kunkel, Frank. (2009). AutoMap User�s Guide 2009. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-114., [pdf]

Carley, Kathleen M & Reminga, Jeffrey & Storrick, Jon & DeReno, Matt. (2009). ORA User's Guide 2009. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-115., [pdf]

Carley, Kathleen M & Frantz, Terrill. (2009). CEMAP: General Usage Guide. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-116., [pdf]

Carley, Kathleen M & Bigrigg, Michael & Reminga, Jeffrey & Storrick, Jon & DeReno, Matt & Columbus, Dave. (2009). Basic Lessons in *ORA and Automap 2009. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-117., [pdf]

McCulloh, Ian & Carley, Kathleen M & McCulloh, Ian. (2009). Longitudinal Dynamic Network Analysis: Using the Over Time Viewer Feature in ORA. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-118., [pdf]

Diesner, Jana & Carley, Kathleen M . (2009). He says, she says. Pat says, Tricia says. How much reference resolution matters for entity extraction, relation extraction, and social network analysis. In proceedings of the Computational Intelligence for security and Defense Applications (CISDA), Ottawa, Canada, July 8-10, 2009., [pdf]

Altman, Neal & Martin, Michael & Robertson, Dawn & Carley, Kathleen M & Sheng, S & Robertson, Dawn & Carley, Kathleen M . (2009). SmartCard Prototype. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-122, [pdf]

McGillen, Jessica & Martin, Michael & Robertson, Dawn & Altman, Neal & Carley, Kathleen M & Sheng, S. (2009). 300 Cities Virtual Experiment. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-123, [pdf]

Lee, Ju-Sung & Carley, Kathleen M & Lee, Ju-Sung. (2009). Predicting Intentional Tax Error Using Open Source Literature and Data. Carnegie Mellon University, School of Computer Science, Insitute for Software Research, Technical Report CMU-ISR-09-125 , [pdf]

Hirshman, Brian & Carley, Kathleen M & Hirshman, Brian. (2009). Variables, Decisions, and Scripting in Construct. Carnegie Mellon University, School of Computer Science, Insitute for Software Research, Technical Report CMU-ISR-09-126, [pdf]

Bigrigg, Michael & Carley, Kathleen M & Manousakis, Kyriakos & McAnley, Anthony. (2009). Routing Through an Integrated Communication and Social Network. Proceedings of the 2009 Military Communications Conference (MILCOM'09), Boston MA, October 18-21 2009., [pdf]

Altman, Neal & Martin, Michael & Robertson, Dawn & Carley, Kathleen M & Sheng, S & Robertson, Dawn & Carley, Kathleen M . (2009). SmartCard Prototype. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-122, [pdf]

Carley, Kathleen M & Garlan, David & Schmerl, Bradley & Bigrigg, Michael & Celiku, Orieta. (2009). Using Service-Oriented Architectures for Socio-Cultural Analysis. [pdf]

Frantz, Terrill & Carley, Kathleen M . (2009). Toward A Confidence Estimate For The Most-Central-Actor Finding. Academy of Management Annual Conference, 2009 August 7-11. Chicago, IL, USA. ***Awarded the Sage Publications/RM Division Best Student Paper Award Proceedings of the AOM 2009 annual conference***, [pdf]

Frantz, Terrill & Cataldo, Marcelo & Carley, Kathleen M . (2009). Robustness of centrality measures under uncertainty: Examining the role of network topology. Computational and Mathematical Organizational Theory, 15, 303-328. [pdf]

Carley, Kathleen M & Prietula, Michael. (2009). Gossip Matters: Destabilization of an organization by Injecting Suspicion. Information Warfare and Organizational Decision Making, 7, 159-190. Artech.

Carley, Kathleen M & Frantz, Terrill. (2009). Modeling Organizational and Individual Decision Making. In Andrew P. Sage & William B. Rouse (Eds.), Handbook of Systems Engineering and Management, pp. 723-762. New York: Wiley,

Frantz, Terrill & Carley, Kathleen M . (2009). Computationally Modeling the Effect of Organizational Complexity on Post-merger Integration. In Cary L. Cooper and Sydney Finkelstein (Eds), Advances in Mergers and Acquisitions, 8:79-102. Oxford, UK: JAI Press,

Carley, Kathleen M & Martin, Michael & Hirshman, Brian. (2009). The Etiology of Social Change. Topics in Cognitive Science, 1, 621-650. [link]

Panzarasa, Pietro & Opsahl, T & Carley, Kathleen M . (2009). Patterns and dynamics of users' behavior and interaction: Network analysis of an online community. Journal of the American Society for Information Science & Tech., 60, 911-932. ASIS. [DOI]

Carley, Kathleen M . (2009). Computational Modeling for Reasoning About the Social Behavior of Humans. Computational and Mathematical Organization Theory, 15, 47-59. Springer. [link]

Foltz, Peter W & Sparks, R & Rosenstein, M & Carley, Kathleen M & Martin, Michael & Warwick, W & Matessa, M & LaVoie, N & Lauper, U. (2009). Developing an Integrated Toolset for the Tactical Human Integration of Network Knowledge ATO. Proceedings of the 4th Annual West Point Network Science Workshop, West Point, NY, October 28-30, 2009.,

Landwehr, Peter & Diesner, Jana & Carley, Kathleen M . (2009). The Words of Warcraft: Relational Text Analysis of Quests in an MMORPG. Proceedings of the 2010 DiGRA Conference, Brunel University, England., [link]

Carley, Kathleen M & Martin, Michael & Hancock, John P . (2009). Dynamic Network Analysis Applied to Experiments from the Decision Architectures Research Environment. Advanced Decision Architectures for the Warfigher: Foundation and Technology, ch. 4. ,

Diesner, Jana & Carley, Kathleen M . (2009). WYSIWII - What You See Is What It Is: Informed Approximation of Relational Data from Texts.. Presentation at General Online Research (GOR) Conference, Vienna, Austria, April 2009., [abstract]

Belov, Nadya & Martin, Michael & Patti, Jeff & Reminga, Jeffrey & Pawlowski, Angela & Carley, Kathleen M . (2009). Dynamic Networks: Rapid Assessment of Changing Scenarios. In Proceedings of the 2nd International Workshop on Social Computing, Behavior Modeling and Prediction: Phoenix, AZ, April., [pdf]

Olson, Jamie & Carley, Kathleen M . (2009). Visualizing Spatial Dependencies in Network Topology. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-127., [pdf]

Sun, Duoyong & Wu, Jiang & Zheng, Shenghua & Hu, Bin & Carley, Kathleen M . (2009). Topological Analysis and Measurements of an Online Chinese Student Social Network. Complex Sciences, First International Conference, Complex 2009, Shanghai, China, February 23-25, 2009. Revised Papers, Part 1, Springer. [DOI]

Wu, Jiang & Hu, Bin & Zhang, Yu & Spence, Catherine & Hall, Steven B & Carley, Kathleen M . (2009). An Agent-based Simulation Study for Exploring Organizational Adaptation. Simulation, 85, 397-413. [DOI] [pdf]

Louie, Marcus A & Carley, Kathleen M . (2008). Balancing the Criticisms: Validating Multi-Agent Models of Social Systems. Simulation Modeling Practice and Theory, special issue on "Simulating Organizational Processes", 72-105. [pdf]

Hill, Vanessa & Carley, Kathleen M . (2008). Win Friends and Influence People: Relationships as Conduits of Organizational Culture in Temporary Placement Agencies. Journal of Management Inquiry, 17, 369-379. [pdf]

Lee, Bruce Y & Bedford, Virginia & Roberts, Mark S & Carley, Kathleen M . (2008). Virtual Epidemic in a virtual city simulating the spread of influenza in a U.S. metropolitan area. Tranlsational Research, 151, 275-87. [DOI]

Diesner, Jana & Carley, Kathleen M . (2008). Conditional Random Fields for Entity Extraction and Ontological Text Coding. Journal of Computational and Mathematical Organization Theory, 13, 248-262. [pdf]

Hirshman, Brian & Martin, Michael & Birukou, Alaiksandr & Bigrigg, Michael & Carley, Kathleen M . (2008). The Impact of Educational Interventions on Real & Stylized Cities. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-08-114, [pdf]

Hirshman, Brian & Martin, Michael & Carley, Kathleen M . (2008). Modeling Information Access in Construct. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-08-115, [pdf]

McCulloh, Ian & Carley, Kathleen M . (2008). Social Network Change Detection. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-08-116, [pdf]

McCulloh, Ian & Daimler, Eric & Carley, Kathleen M . (2008). Using latent semantic analysis of email to detect change in social groups . [pdf]

McCulloh, Ian & Daimler, Eric & Carley, Kathleen M . (2008). Using term-frequency-inverse-document frequency of email to detect change in social groups . [pdf]

Carley, Kathleen M & Columbus, Dave & DeReno, Matt & Diesner, Jana. (2008). AutoMap User's Guide 2008. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-08-123, [pdf]

Moon, Il-Chul & Carley, Kathleen M & Levis, Alexander H . (2008). Vulnerability Assessment on Adversarial Organization: Unifying Command and Control Structure Analysis and Social Network Analysis. SIAM International Conference on Data Mining, Workshop on Link Analysis, Counterterrorism and Security, Atlanta, Georgia, Apr. 26, 2008 , [pdf]

Moon, Il-Chul & Kim, Eunice J & Carley, Kathleen M . (2008). Automated Influence Network Generation and the Node Parameter Sensitivity Analysis . International Command and Control Research Technology Symposium (ICCRTS'08, DOD CCRP conference), Bellevue, WA, Jun 17-19, 2008 , [pdf]

Davis, George B & Carley, Kathleen M . (2008). Clearing the FOG: Understanding Interstitial Relationships with Fuzzy, Overlapping Groups. Social Networks, 30, 201-212. [link]

Davis, George B & Olson, Jamie & Carley, Kathleen M . (2008). Unsupervised Goal Detection with Factor Graphs. proceedings of Sensor-KDD Workshop, ACM-SIGKDD, 2008, Las Vegas, NV. Best Paper Award., WebSite: [link]

Olson, Jamie & Carley, Kathleen M . (2008). Summarization and Information Loss in Network Analysis. Link Analysis, Counterterrorism, and Security Workshop 2008, SIAM International Conference on Data Mining, Atlanta, GA, USA , [pdf]

Carley, Kathleen M & Columbus, Dave & DeReno, Matt & Reminga, Jeffrey & Moon, Il-Chul. (2008). ORA User's Guide 2008. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-08-125., [pdf]

Martin, Michael & Carley, Kathleen M & Altman, Neal. (2008). 300 Cities - An Exploration in Characterizing US Cities . Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-08-122., [pdf]

Maxwell, Dan & Carley, Kathleen M . (2008). Principles for Effectively Representing Heterogeneous Populations in Multi-Agent Simulations. Complex Systems in Knowledge Based Environments, Tolk, A.(ed)., Springer-Verlag.. [pdf]

Frantz, Terrill & Carley, Kathleen M . (2008). CEMAP II: An Architecture and Specifications to Facilitate the Importing of Real-World Data into the CASOS Software Suite. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-08-130, [pdf]

Diesner, Jana & Carley, Kathleen M . (2008). Looking under the Hood of Stochastic Machine Learning Algorthms for Parts of Speech Tagging. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-08-131R, [pdf]

McCulloh, Ian & Carley, Kathleen M . (2008). Detecting Change in Human Social Behavior Simulation. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-08-135., [pdf]

McCulloh, Ian & Webb, M & Carley, Kathleen M & Horn, D. B. (2008). Change Detection in Social Networks. U.S. Army Research Institute for the Behavioral and Social Sciences, Technical Report No. 1235. Arlington, VA., [pdf]

Hirshman, Brian & Martin, Michael & Bigrigg, Michael & Carley, Kathleen M . (2008). The Impact of Educational Interventions by Socio-Demographic Attribute. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-08-118., [pdf]

Carley, Kathleen M & Kim, Eunice J . (2008). Random Graph Standard Network Metrics Distributions in ORA. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-08-103., [pdf]

Cataldo, Marcelo & Herbsleb, James D & Carley, Kathleen M . (2008). Socio-Technical Congruence: A Framework for Assessing the Impact of Technical and Work Dependencies on Software Development Productivity. In Proceedings of the 2nd International Symposium on Empirical Software Engineering and Measurement, Kaiserslautern, Germany. ACM Distinguished Paper Award. , WebSite: [link]

McCulloh, Ian & Ring, B & Frantz, Terrill & Carley, Kathleen M . (2008). Unobtrusive Social Network Data from Email. In Proceedings of the 26th Army Science Conference, Orlando, FL, December 1-4, 2008., [pdf]

Merrill, Jacqueline & Caldwell, Michael & Rockoff, Maxine & Gebbie, Kristine & Carley, Kathleen M & Bakken, Suzanne. (2008). Findings from an organizational network analysis to support local public health management. Journal of Public Urban Health, 85, 572-584. Springer-Verlag. [link]

Schreiber, Craig & Carley, Kathleen M . (2008). Dynamic Network Leadership: Leading for Learning Adaptability. pp. 291-332 in Mary Uhl-Bien and Russ Marion (Eds.):Complexity Leadership Part I: Conceptual Foundations, Charlotte, NC: Information Age Publishing, Inc.,

Frantz, Terrill & Carley, Kathleen M . (2008). Transforming Raw-Email Data into Social- Network Information. pps. 413-420, in proceedings from the 2008 LNCS 5075 Workshop.,

Frantz, Terrill & Carley, Kathleen M . (2008). Agent-based Modeling Within a Dynamic Network. in Chaos and Complexity in Psychology: The Theory of Nonlinear Dynamical Systems, Stephen J. Guastello, Matthijs Koopmans and David Pincus (eds), Ch. 16, pp. 475-505, New York: Cambridge University Press.,

McCulloh, Ian & Carley, Kathleen M & Lospinoso, Joshua. (2008). Average Detection Length of Network Change in a Simulated Army Infantry Company. United States Army Research Institute for the Behavioral and Social Sciences Technical Report. ,

Davis, George B & Olson, Jamie & Carley, Kathleen M . (2008). OraGIS and Loom: Spatial and temporal extensions to the ORA Analysis Platform. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISR-08-121., [pdf]

Carley, Kathleen M & et al.. (2008). Behavioral Modeling and Simulation, From Individuals to Societies. National Academies Press.

Frantz, Terrill & McCulloh, Ian & Carley, Kathleen M . (2008). Harvesting the Reliability of Top-Actor Identification. The Network Science Journal, 2,

McCulloh, Ian & Carley, Kathleen M . (2008). Dynamic Network Change Detection. Proceedings of the Army Science Conference (26th), Orlando, FL, December 1-4, 2008., [pdf]

McCulloh, Ian & Carley, Kathleen M . (2008). Network Simulation Models. Proceedings of the Army Science Conference (26th), Orlando, FL, December 1-4, 2008., [pdf]

Butts, Carter & Carley, Kathleen M . (2007). Structural Change and Homeostasis in Organizations: A Decision-Theoretic Approach. Journal of Mathematical Sociology, 31, 295-321. [pdf]

Hirshman, Brian & Carley, Kathleen M & Kowalchuck, Michael. (2007). Specifying Agents in Construct. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISRI-07-107., [pdf]

Hirshman, Brian & Carley, Kathleen M & Kowalchuck, Michael. (2007). Loading Networks in Construct. Institute for Software Research, School of Computer Science, Carnegie Mellon University, CASOS Technical Report, [pdf]

Davis, George B & Benisch, Michael & Carley, Kathleen M & Sadeh, Norman. (2007). Factoring Games to Isolate Strategic Interactions. International Conference on Automated Agents and Multi-Agent Systems (AAMAS), 2007. Extended version, CMU-ISRI-06-121R, WebSite: [link]

Malin, Bradley & Carley, Kathleen M . (2007). A longitudinal social network analysis of the editorial boards of bioinformatics and medical informatics journals. Journal of the American Medical Informatics Assoc, 14, 340-348. WebSite: [link] [pdf]

Carley, Kathleen M & Diesner, Jana & Reminga, Jeffrey & Tsvetovat, Max. (2007). Toward an Interoperable Dynamic Network Analysis Toolkit. Decision Support Systems, Special Issue on Cyberinfrastructure for Homeland Security: Advances in Information Sharing, Data Mining, and Collaboration Systems, 43, 1324 - 1347. WebSite: [link] [pdf]

Moon, Il-Chul & Carley, Kathleen M . (2007). Evolving Multi-Agent Network Structure with Organizational Learning. Proceeding of SpringSim'07, Norfolk, VA, Mar 25-29, 2007, 1348-1355. [pdf]

Moon, Il-Chul & Carley, Kathleen M . (2007). Self-Organizing Social and Spatial Networks under What-if Scenarios. AAMAS, Honolulu, Hawaii, 127-134. [pdf]

Moon, Il-Chul & Carley, Kathleen M . (2007). Modeling and Simulation of Terrorist Networks in Social and Geospatial Dimensions. IEEE Intelligent Systems, Special issue on Special issue on Social Computing - Sep/Oct '07, 22, 40 - 49. [pdf]

Moon, Il-Chul & Carley, Kathleen M . (2007). Locating Optimal Destabilization Strategies. Proceeding of ICCRTS, Electronic Version, Newport, RI, Jun 19-21, 2007, [pdf]

Carley, Kathleen M & Columbus, Dave & DeReno, Matt & Reminga, Jeffrey & Moon, Il-Chul. (2007). ORA User's Guide 2007. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, [pdf]

Zeng, Daniel & Wang, Fei-Yue & Carley, Kathleen M . (2007). Guest Editors' Introduction: Social Computing. IEEE Intelligent Systems, September/October 2007, 22, 20-22. [pdf]

Diesner, Jana & Carley, Kathleen M & Katzmair, Harald. (2007). The Morphology of a Breakdown. XXVII Sunbelt Social Network Conference, Corfu, Greece, [pdf]

Schreiber, Craig & Carley, Kathleen M . (2007). Agent Interactions in Construct: An Empirical Validation using Calibrated Grounding. 2007 BRIMS Conference Proceedings, Norfolk, VA, [pdf]

Carley, Kathleen M & Columbus, Dave & DeReno, Matt & Diesner, Jana & Sebula, Nicola. (2007). AutoMap Users Guide 2007. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISRI-07-114. , [pdf]

Davis, George B & Carley, Kathleen M . (2007). Simultaneous Inference of places, Activities, and Behavioral Classes in Maritime GPS Traces. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISRI-07-113, [pdf]

Davis, George B & Carley, Kathleen M . (2007). Computational Analysis of Merchant Marine Global Positioning Data. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISRI-07-109, [pdf]

Louie, Marcus A & Carley, Kathleen M . (2007). The Role of Dynamic-Network Multi-Agent Models of Socio-Political Systems in Policy. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISRI-07-102., [pdf]

Tsvetovat, Max & Carley, Kathleen M . (2007). On Effectiveness of Wiretap Programs in Mapping Social Networks. Computational & Mathematical Organization Theory, 13, 63-87. Springer. [pdf]

Wang, Fei-Yue & Zeng, Daniel & Carley, Kathleen M & Mao, Weni. (2007). Social Computing: From Social Informatics to Social Intelligence. IEEE Intelligent Systems, March/April, 23-27. [pdf]

Weil, Shawn A & Foster, Pacey & Freeman, Jared & Carley, Kathleen M & Diesner, Jana & Frantz, Terrill & Cooke, Nancy J & Shope, Steve & Goorman, James. (2007). Converging approaches to automated communications-based assessment of team situation awareness. Macrocognition in Teams, Ashgate: United Kingdom. [pdf]

Frantz, Terrill & Carley, Kathleen M . (2007). The Impact of Knowledge Misrepresentation on Organization Performance Dynamics. North American Association for Computational Social and Organizational Sciences, NAACSOS2007 Emory University, Atlanta, GA, USA, 7-9 June 2007, [pdf]

McCulloh, Ian & Webb, Matthew & Carley, Kathleen M . (2007). Social Network Monitoring of Al-Qaeda. Network Science, 1, 25-30. [pdf]

McCulloh, Ian & Lospinoso, Joshua & Carley, Kathleen M . (2007). Social Network Probability Mechanics. Proceedings of the 12th International Conference on Applied Mathematics of the World Science Engineering Academy and Society, Cairo, Egypt. 30-31 December 2007, 319-325. [pdf]

Carley, Kathleen M & Diesner, Jana. (2007). Conditional Random Fields for Entity Extraction and Ontological Text Coding. Proc. of the North American Association for Computational Social and Organizational Science (NAACSOS) 2007 Conference, Atlanta, GA. Best Student Paper Award, [pdf]

Ashworth, Michael J & Carley, Kathleen M . (2007). Can tools help unify organization theory? Perspectives on the state of computational modeling. Computational & Mathematical Organization Theory, 13, 89-111. Springer. [DOI]

Carley, Kathleen M & Borgatti, Steve & Krackhardt, David. (2006). On the robustness of centrality measures under conditions of imperfect data. Social Networks, 28, 124-136. [pdf]

Carley, Kathleen M & Chen, Li-Chiou & Fridsma, D & Kaminsky, B. (2006). Model alignment of anthrax attack simulations Decision Support Systems. 41, 654-668. [pdf] 232kb

Carley, Kathleen M & Altman, Neal & Casman, E & Fridsma, D & Yahja, Alex & Chen, Li-Chiou & Kaminsky, B & Nave, D. (2006). BioWar: Scalable Agent-Based Model of Bioattacks. IEEE Trans. on Systems, Man, and Cybernetics, 36, 252-265. [pdf] 892kb

DeReno, Matt & Carley, Kathleen M . (2006). ORA: Organization Risk Analyzer, ORA User's Guide. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISRI-06-113., [pdf]

Lin, Zhiang & Zhao, Xia & Ismail, Kiran M & Carley, Kathleen M . (2006). Organizational Design and Restructuring in Response to Crises: Lessons from Computational Modeling and Real World Cases. Organization Science, 17, 598-618. [pdf]

Ashworth, Michael J & Carley, Kathleen M . (2006). Who you know vs. what you know: The impact of social position and knowledge on team performance. Journal of Mathematical Sociology, 30, 43-75. [pdf]

Popp, Robert & Kaisler, Stephen M & Allen, David & Cioffi-Revilla, Claudio & Carley, Kathleen M & Azam, Mohammed & Russell, Anne & Choucri, Nazli & Kugler, Jacek. (2006). Assessing Nation-State Instability and Failure. IEEE Aerospace Conference, Big Sky, MT, March 4-11, 2006. WebSite: [link] [pdf]

Ren, Yuqing & Carley, Kathleen M & Argote, L. (2006). The Contingent Effects of Transactive Memory: When Is It More Beneficial to Know What Others Know?. Management Science, 52, 671-682. [pdf]

Carley, Kathleen M & Diesner, Jana & DeReno, Matt. (2006). AutoMap User's Guide. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report, CMU-ISRI-06-114., [pdf]

Cataldo, Marcelo & Wagstrom, Patrick A & Herbsleb, James D & Carley, Kathleen M . (2006). Identification of Coordination Requirements: Implications for the Design of Collaboration and Awareness Tools. In proceedings of ACM Conference on Computer-Supported Cooperative Work, Banff Canada, pp. 353-362. Received Best Paper Award., WebSite: [link]

Frantz, Terrill & Cataldo, Marcelo & Carley, Kathleen M . (2006). Given Error: Evidence for the Construction of Confidence Intervals Around Network Measures. Presented at International Sunbelt Social Network Conference, April 24-30 2006, Vancouver, BC,

Cataldo, Marcelo & Wagstrom, Patrick A & Herbsleb, James D & Carley, Kathleen M . (2006). A Fine-Grain Measure of Coordination: Implications for the Design of Collaboration and Awareness Tools. Presented at HCIC Winter Workshop 2006, February 1-5 2006, Boulder, CO, [pdf]

Carley, Kathleen M . (2006). A Dynamic Network Approach to the Assessment of Terrorist Groups and The Impact of Alternative Courses of Action. Visualising Network Information. Meeting Proceedings RTO-MP-IST-063, 12 - 14. Neuilly-sur-Seine, France: RTO. WebSite: [link]

Tsvetovat, Max & Carley, Kathleen M . (2006). Improving Effectiveness of Communications Sampling of Covert Networks. E-Social Science Conference, Manchester, UK, WebSite: [link] [pdf]

Moon, Il-Chul & Schneider, Mike & Carley, Kathleen M . (2006). Evolution of Player Skill in the Americas Army Game. Simulation, 82, 703-717. [pdf]

Moon, Il-Chul & Carley, Kathleen M . (2006). Simulation Analysis of the Robustness and the Effectiveness of Command and Control Structures. KIMST'06, Inchon, Korea, Aug 18, 2006, in Korean, [pdf]

Moon, Il-Chul & Carley, Kathleen M . (2006). Estimating the near-term changes of an organization with simulations. Proceeding of AAAI Fall Symposium, Arlington, VA, Oct 12-15, 2006, 111-118. [pdf]

Moon, Il-Chul & Carley, Kathleen M . (2006). Testing the Robustness of Team Structures with Social Simulations. WCSS'06, Kyoto, Japan, Aug 21-25, 2006, [pdf]

Merrill, Jacqueline & Bakken, Suzanne & Rockoff, Maxine & Gebbie, Kristine & Carley, Kathleen M . (2006). Description of a method to support public health information management: Organizational network analysis. Journal of Biomedical Informatics, 40, 422 - 428. [pdf]

Carley, Kathleen M & et al.. (2006). Modeling Community Containment for Pandemic Influenza: A Letter Report. Washington, DC: National Academy Press.

Keller-McNulty, Sallie & Bellman, Kirstie L & Carley, Kathleen M & et al.. (2006). Defense Modeling, Simulation, and Analysis: Meeting the Challenge. Washington, DC: National Academy Press.

Weil, Shawn A & Carley, Kathleen M & Diesner, Jana & Freeman, Jared & Cooke, Nancy J . (2006). Measuring Situational Awareness through Analysis of Communications: A Preliminary Exercise. Proceedings of the 8th International Command and Control Research and Technology Symposium. Conference Held at the National Defense War College, Washington D.C, [pdf]

Schreiber, Craig & Carley, Kathleen M . (2006). Leadership style as an enabler of organizational complex functioning. E:CO, 8, 45 60. [pdf]

Carley, Kathleen M . (2006). Adattamento organizzativo e tecnologia: un modello computazionale. Book, In V. Albino, N. Carbonara, I. Giannoccaro (Eds.) "Organizzazioni e Complessita'. Muoversi tra ordine e caos per affrontare il cambiamento," Franco Angeli, Milano. pp. 139-160.,

Carley, Kathleen M & Fridsma, D & Casman, E & Altman, Neal & Chen, Li-Chiou & Kaminsky, B & Nave, D & Yahja, Alex. (2006). A Model of Biological Attacks on a realistic Population. Unifying Themes in Complex Systems, 5, Springer.

Yahja, Alex & Carley, Kathleen M . (2006). WIZER: Automated Model Improvement in Multi-Agent Social-Network Systems. in Paul Scerri, Regis Vincent and Roger Mailler, Coordination of Large-Scale Multiagent Systems, Part III: New Approaches for Large Scale Coordination, pp. 255-270, Springer US.,

Carley, Kathleen M & Maxwell, Dan. (2006). Understanding Taxpayer Behavior and Assessing Potential IRS interventions using Multiagent Dynamic-Network Simulations. in Recent Research on Tax Administration and Compliance: Proceedings of the 2006 IRS Research Conference. Dalton and Bliss (eds), Washington, D.C., pp. 96-103., [pdf]

Graham, John M & Carley, Kathleen M . (2006). Dynamic Network Analysis in Information Operations: A Process for Near Real-time Assessment of Atmospherics, Socio-Political Landscape and Leverage Points. Presented to the National Security Methods Conference, RAND, California.,

Carley, Kathleen M . (2006). Destabilization of covert networks. Computational & Mathematical Organization Theory, 12, 51-66. Springer. [DOI]

Carley, Kathleen M & Airoldi, Edoardo. (2005). Sampling algorithms for pure network topologies: stability and separability of metric embeddings. SIGKDD Explorations, 7, 13-22. WebSite: [link]

Diesner, Jana & Frantz, Terrill & Carley, Kathleen M . (2005). Communication Networks from the Enron Email Corpus, "It's Always About the People. Enron is no Different". Computational and Mathematical Organization Theory, 11, 201-228. [pdf]

Diesner, Jana & Carley, Kathleen M . (2005). Exploration of Communication Networks from the Enron Email Corpus. Proceedings of the Workshop on Link Analysis, Counterterrorism and Security, SIAM International Conference on Data Mining 2005, pp. 3-14. Newport Beach, CA, April 21-23, 2005., 3-14. [pdf]

Tsvetovat, Max & Carley, Kathleen M . (2005). Structural Knowledge and Success of Anti-Terrorist Activity: The Downside of Structural Equivalence. Journal of Social Structure, 6, elec. pub. [pdf]

Chen, Li-Chiou & Longstaff, Thomas A & Carley, Kathleen M . (2005). The Provision of Defenses Against Internet-based Attacks. Course Technology/Thomson Learning. [pdf]

Malin, Bradley & Airoldi, Edoardo & Carley, Kathleen M . (2005). A social network analysis model for name disambiguation in lists. Computational and Mathematical Organization Theory, 11, 119-139. [pdf]

Carley, Kathleen M & Diesner, Jana & Reminga, Jeffrey & Tsvetovat, Max. (2005). Toward an Interoperable Dynamic Network Analysis Toolkit. DSS Special Issue on Cyberinfrastructure for Homeland Security:, [pdf]

Harrison, Richard & Lin, Zhiang & Carroll, Glenn & Carley, Kathleen M . (2005). Simulation Modeling in Organizational and Management Research,. Academy of Management Review, [pdf]

Chapman, Roger J & Graham, John M & Carley, Kathleen M & Rosoff, Andrew & Paterson, Ryan. (2005). Providing Insight into Command Post Operations Through Sharable Contextualized Net-Centric Visualizations and Analysis. Proceedings of the 2005 Human Interaction with Complex Systems S, [pdf]

Yahja, Alex & Carley, Kathleen M . (2005). WIZER: A Tool for Automating Model Improvement in Multi-Agent Social-Network Systems. Agent-Directed Simulation 2005 (ADS'05), part of the 2005 Spring Simulation Multiconference (SpringSim'05), the Society for Modeling and Simulation (SCS), April 2-8, 2005, San Diego, CA, [pdf]

Yahja, Alex & Carley, Kathleen M . (2005). WIZER: An Automated Intelligent Tool for Model Improvement of Multi-Agent Social-Network Systems. Proceedings of the Florida Artificial Intelligence Research Society Conference (FLAIRS 2005) in cooperation with the American Association for Artificial Intelligence, May 15-17, 2005, Clearwater Beach, FL. , Menlo Park, Calif.: AAAI Press. [pdf]

Schneider, Mike & Carley, Kathleen M & Moon, Il-Chul. (2005). Detailed Comparison of America's Army Game and Unit of Action Experiments. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-05-139, [pdf]

Moon, Il-Chul & Carley, Kathleen M & Schneider, Mike. (2005). Detailed Analysis of Team Movement and Communication in the Americas Army Game. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-05-129, [pdf]

Schreiber, Craig & Carley, Kathleen M . (2005). Ineffective Organizational Practices at NASA: A Dynamic Network Analysis. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report, CMU-ISRI-05-135, [pdf]

Frantz, Terrill & Carley, Kathleen M . (2005). Treemaps as a Tool for Social Network Analysis. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report, CMU-ISRI-05-118, [pdf]

Carley, Kathleen M & Moon, Il-Chul & Schneider, Mike. (2005). Detailed Analysis of Factors Affecting Team Success and Failure in the America's Army Game. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-05-120, [pdf]

Frantz, Terrill & Carley, Kathleen M . (2005). A Formal Characterization of Cellular Networks. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-05-109, [pdf]

Frantz, Terrill & Carley, Kathleen M & Diesner, Jana. (2005). An Automated Methodology for Conducting a Social Network Study of a University. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-05-106, [pdf]

Tsvetovat, Max & Carley, Kathleen M . (2005). Generation of Realistic Social Network Datasets for Testing of Analysis and Simulation Tools. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-05-130, [pdf]

Frantz, Terrill & Carley, Kathleen M . (2005). Relating Network Topology to the Robustness of Centrality Measures. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-05-117, [pdf]

Malin, Bradley & Airoldi, Edoardo & Carley, Kathleen M . (2005). A social network analysis model for name disambiguation in lists. Journal of Computational and Mathematical Organization Theory, 11, 119-139. [pdf]

Diesner, Jana & Kumaraguru, Ponnurangam & Carley, Kathleen M . (2005). Mental Models of Data Privacy and Security Extracted from Interviews with Indians. 55th Annual Conference of the International Communication Association (ICA), May 26-30, 2005. New York, NY. ,

Wagstrom, Patrick A & Herbsleb, James D & Carley, Kathleen M . (2005). A Social network approach to free/open source software simulation. In proceedings of the First International Conference on Open Source Systems, Genoa, Italy, July 11 - 15, 2005., [pdf]

Malin, Bradley & Airoldi, Edoardo & Carley, Kathleen M . (2005). A Network Analysis Model for Disambiguation of Names in Lists. Computational & Mathematical Organization Theory, 11, 119-139. Springer. [DOI]

Butts, Carter & Carley, Kathleen M . (2005). Some Simple Algorithms for Structural Comparison. Computational & Mathematical Organization Theory, 11, 291-305. Springer. [DOI]

Carley, Kathleen M & Skillicorn, David. (2005). Special Issue on Analyzing Large Scale Networks: The Enron Corpus. Computational & Mathematical Organization Theory, 11, 179-181. Springer. [DOI]

Carley, Kathleen M & Fridsma, D & Casman, E & Altman, Neal & Chang, J & Kaminsky, B & Nave, D & Yahja, Alex. (2004). BioWar: Scalable Multi-Agent Social and Epidemiological Simulation of Bioterrorism Events. NAACSOS Conference 2003, Day 4, Electronic Publication, Pittsburgh, PA, IEEE SMCA03-11-0274., WebSite: [link] [pdf] 507kb

Diesner, Jana & Carley, Kathleen M . (2004). Revealing Social Structure from Texts: Meta-Matrix Text Analysis as a novel method for Network Text Analysis. Causal Mapping for Information Systems and Technology Research: Approaches, Advances, and Illustrations., Harrisburg, PA: Idea Group Publishing. [pdf]

Carley, Kathleen M & Reminga, Jeffrey. (2004). ORA: Organization Risk Analyzer. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-106, [pdf]

Carley, Kathleen M & Altman, Neal & Kaminsky, B & Nave, D & Yahja, Alex. (2004). BioWar: A City-Scale Multi-Agent Network Model of Weaponized Biological Attacks. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-101, [pdf]

Diesner, Jana & Carley, Kathleen M . (2004). AutoMap1.2 - Extract, analyze, represent, and compare mental models from texts. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-100, [pdf]

Carley, Kathleen M & Kamneva, Natasha. (2004). AA GG. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-102, [pdf]

Tsvetovat, Max & Reminga, Jeffrey & Carley, Kathleen M . (2004). DyNetML: Interchange Format for Rich Social Network Data. CASOS Technical Report. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, CMU-ISRI-04-105, [pdf]

Diesner, Jana & Carley, Kathleen M . (2004). Using Network Text Analysis to Detect the Organizational Structure of Covert Networks.. Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, In Proc of NAACSOS. [pdf] 289kb

Schreiber, Craig & Carley, Kathleen M . (2004). Construct - A Multi-agent Network Model for the Co-evolution of Agents and Socio-cultural Enviroments. Construct - A Multi-agent Network Model for the Co-evolution of Agents and Socio-cultural Environments. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-109, [pdf]

Schreiber, Craig & Carley, Kathleen M . (2004). Human and Organizational Risk Modeling. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-122, [pdf]

Chen, Li-Chiou & Kaminsky, B & Tummino, T & Carley, Kathleen M & Casman, E & Fridsma, D & Yahja, Alex. (2004). Aligning Simulation Models of Smallpox Outbreaks. Proceedings of the Second Symposium on Intelligence and Security Informatics, Tucson, AZ, June 10-11, 2004. Also in Springer-Verlag Lecture Notes in Computer Science as volume 3073, Tucson, AZ: [pdf] 32kb

Carley, Kathleen M & Diesner, Jana & Reminga, Jeffrey & Tsvetovat, Max. (2004). Interoperability of Dynamic Network Analysis Software. [pdf] 216kb

Tsvetovat, Max & Diesner, Jana & Carley, Kathleen M . (2004). NetIntel: A Database for Manipulation of Rich Social Network Data. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-135, [pdf]

Lee, Ju-Sung & Carley, Kathleen M . (2004). OrgAhead: A Computational Model of Organizational Learning and Decision Making [Version 2.1.5]. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report CMU-ISRI-04-117, [pdf]

Kowalchuck, Michael & Siddhartha, Singh & Carley, Kathleen M . (2004). CORES - Complex Organizational Reasoning System. CASOS Technical Report. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, CMU-ISRI-04-131, [pdf]

Effken, Judith A & Brewer, Barbara B & Patil, A & Lamb, G. S & Verran, Joyce A & Carley, Kathleen M . (2004). Using computational modeling to improve patient care unit safety and quality outcomes. Proceedings of MedInfo 2004, Received the AMIA Harriet Werley Award, Amsterdam: IOS Press. [pdf]

Ashworth, Michael J & Carley, Kathleen M . (2004). Toward Unified Organization Theory: Perspectives on the State of Computational Modeling. Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, [pdf]

Behrman, Robert & Carley, Kathleen M . (2004). Social Network Influences on Strategic Choices. Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, [pdf]

Schreiber, Craig & Carley, Kathleen M . (2004). Key Personnel: Identification and Assessment of Turnover Risk. Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, WebSite: [link] [pdf]

Chen, Li-Chiou & Longstaff, Thomas A & Carley, Kathleen M . (2004). The Economic Incentives of Providing Network Security Services on the Internet Infrastructure. 15, 1-13. WebSite: [link] [pdf]

Chen, Li-Chiou & Carley, Kathleen M . (2004). The Impact of Countermeasure Spreading on the Propagation of Computer Viruses. IEEE Transactions on Systems, Man and Cybernetics-Part B, 34, 823-833. [pdf]

Chen, Li-Chiou & Longstaff, Thomas A & Carley, Kathleen M . (2004). Characterization of DDOS Defense Mechanisms. Computers & Security, 23, 665-678. [pdf]

Chen, Li-Chiou & Carley, Kathleen M & Kaminsky, B & Tummino, T & Casman, E & Fridsma, D & Yahja, Alex. (2004). Aligning Simulation Models of Biological Attacks. Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, [pdf]

Carley, Kathleen M . (2004). Vulnerabilities in Large Covert Networks Using Multi-Level Data. Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, WebSite: [link] [pdf]

Thomas, Michael D & Arough, Scott L & Carley, Kathleen M & Kraiman, James B & Davis, Jonathan R . (2004). Automated Anomaly Detection Processor for Bioterrorism Early Detection. National Syndromic Surveillance Conference Proceedings, In supplement of the Morbidity and Mortality Weekly Report (MMWR), [gif]

Schreiber, Craig & Carley, Kathleen M . (2004). Going Beyond the Data: Empirical Validation Leading to Grounded Theory. Computational and Mathematical Organization Theory, 10, 155-164. [pdf]

Carley, Kathleen M & Diesner, Jana & Reminga, Jeffrey & Tsvetovat, Max. (2004). An Integrated Approach to the Collection and Analysis of Network Data. Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, [pdf]

Louie, Marcus A & Carley, Kathleen M . (2004). VISualization of Threats and Attacks (VISTA): A Decision Support Tool for Urban Threat Environments. In Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, [pdf]

Popp, Robert & Pattipati, K & Willett, P & Serfaty, D & Stacy, W & Carley, Kathleen M & Allanach, J & Tu, Haiyang & Singh, S. (2004). Collaboration and modeling tools for counter-terrorism analysis. Computational Intelligence for Homeland Security and Personal Safety, 2004. CIHSPS 2004. Proceedings of the 2004 IEEE International Conference on Computational lntclligmce for Homeland Security and Personal Safety Venice, Italy, 21 -22 July 2004 , WebSite: [link] [pdf]

Tsvetovat, Max & Carley, Kathleen M . (2004). Modeling complex socio-technical systems using Multi Agent simulation models. Journal of Artificial Intelligence, 2, 23-28. Elsevier. WebSite: [link]

Tsvetovat, Max & Carley, Kathleen M . (2004). Beyond Metamatrix: Towards a Robust Semantics for Reasoning About Networks. In Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, [link]

Yahja, Alex & Carley, Kathleen M . (2004). The Design of Automated Validation and Explanation for Large-Scale Social Agent Systems. In Proceedings of the NAACSOS 2004 Conference, Pittsburgh, PA, electronic publication., [link]

Carley, Kathleen M & Kamneva, Natasha & Reminga, Jeffrey. (2004). Organizational Mohpinh Technology. Technical Report published by Carnegie Mellon University, School of Computer Science, Institute for Software Research., [pdf]

Carley, Kathleen M & Kamneva, Natasha & Reminga, Jeffrey. (2004). Response Surface Methodology. Technical Report published by Carnegie Mellon University, School of Computer Science, Institute for Software Research. October 2004., [pdf]

Carley, Kathleen M . (2004). Estimating Vulnerabilities in Large Covert Networks. [pdf]

Dombroski, Matthew & Fischbeck, Paul & Carley, Kathleen M . (2003). Estimating the Shape of Covert Networks. Proceedings of the 8th International Command and Control Research and Technology Symposium. Conference held at the National Defense War College, Washington DC. Evidence Based Research, Track 3, Electronic Publication, Vienna, VA., Washington DC, Vienna, VA: WebSite: [link] [pdf]

Behrman, Robert & Carley, Kathleen M . (2003). Modeling the Structure and Effectiveness of Intelligence Organizations: Dynamic Information Flow Simulation. Proceedings of the 8th International Command and Control Research and Technology Symposium. Conference held at the National Defense War College, Washington DC. Evidence Based Research, Track 7, Electronic Publication, Washington DC, Vienna, VA: WebSite: [link] [pdf]

Carley, Kathleen M . (2003). Destabilizing Terrorist Networks. Proceedings of the 8th International Command and Control Research and Technology Symposium. Conference held at the National Defense War College, Washington DC. Evidence Based Research, Track 3, Electronic Publication, WebSite: [link] [pdf]

Diedrich, Frederick J & Carley, Kathleen M & MacMillan, Jean & Baker, Keith & Schlabach, MAJ Jerry L & J, LTC & Fink, Victor. (2003). Visualization of threats and attacks in urban environments. Military Intelligence Professional Bulletin, 29(1), 42-45. [pdf]

Carley, Kathleen M & Reminga, Jeffrey & Borgatti, Steve. (2003). Destabilizing Dynamic Networks Under Conditions of Uncertainty. International Conference on Integration of Knowledge Intensive Multi-Agent Systems, 2003. IEEE KIMAS, Boston MA, Boston MA: IEEE KIMAS. [pdf]

Carley, Kathleen M . (2003). Dynamic Network Analysis. 133-145. Committee on Human Factors, National Research Council. [pdf]

Carley, Kathleen M . (2003). Linking Capabilities to Needs. 361-370. Comittee on Human Factors, National Research Council. [pdf]

Effken, Judith A & Brewer, Barbara B & Patil, A & Lamb, G. S & Verran, Joyce A & Carley, Kathleen M . (2003). Using computational modeling to transform nursing data into actionable information. Journal of Biomedical Informatics, 36, 351-361. [pdf]

Chen, Li-Chiou & Carley, Kathleen M . (2003). The Impact of Network Topology on the Spread of Anti-Virus Countermeasures. NAACSOS Conference 2003, Day 2, Electronic Publication, [pdf]

Dombroski, Matthew & Fischbeck, Paul & Carley, Kathleen M . (2003). An Empirically-Based Model for Network Estimation Under Uncertainty and Policy Analysis. NAACSOS Conference 2003, Day 2, Electronic Publication, Pittsburgh, PA, WebSite: [link] [pdf]

Lee, Ju-Sung & Carley, Kathleen M & Effken, Judith A . (2003). Validating a Computational Model of Decision-Making using Empirical Data. NAACSOS Conference 2003, , Day 1, Electronic Publication, Pittsburgh, PA, [pdf]

Louie, Marcus A & Carley, Kathleen M & Haghshenass, L & Kunz, J & Levitt, R. (2003). Model Comparisons: Docking OrgAhead and SimVision. NAACSOS Conference 2003, Day 3, Electronic Publication, Pittsburgh, PA., [pdf]

Panzarasa, Pietro & Carley, Kathleen M . (2003). Multi-Agent Negotiation: Logical Foundations and Computational Complexity. NAACSOS Conference 2003, Day 3, Electronic Publication, [pdf]

Schreiber, Craig & Carley, Kathleen M . (2003). The Impact of Databases on Knowledge Transfer: Simulation Providing Theory. NAACSOS Conference 2003, Day 2, Electronic Publication, Pittsburgh, PA, [pdf]

Tsvetovat, Max & Carley, Kathleen M . (2003). Bouncing Back: Recovery mechanisms of covert networks. NAACSOS Conference 2003, Day 3, Electronic Publication, Pittsburgh, PA, WebSite: [link] [pdf] 72kb

Tsvetovat, Max & Reminga, Jeffrey & Carley, Kathleen M . (2003). DyNetML: Interchange Format for Rich Social Network Data. NAACSOS Conference 2003, Day 2, Electronic Publication, Pittsburgh, PA., WebSite: [link] [pdf]

Yahja, Alex & Carley, Kathleen M . (2003). Generating Realistic Heterorgenous Agents: Computing Confidant-based Base Interaction Probabilities. Pittsburgh, PA: [pdf]

Breiger, Ronald & Carley, Kathleen M & Pattison, Philippa. (2003). Dynamic Social Network Modeling and Analysis. Workshop Summary. Washington, DC: The National Academies Press. WebSite: [link]

Reminga, Jeffrey & Carley, Kathleen M . (2003). Measures for ORA (Organizational Risk Analyzer). [pdf]

Effken, Judith A & Brewer, Barbara B & Patil, A & Lamb, G. S & Verran, Joyce A & Carley, Kathleen M . (2003). Using Computational Modeling to Study the Impact of Workplace Characteristics on Patient Safety Outcomes. Proceedings of the AMIA2003 Symposium: Biomedical and Health Informatics: From Foundations to Applications, [pdf]

Ahuja, Manju & Galletta, Dennis F & Carley, Kathleen M . (2003). Individual Centrality and Performance in Virtual R&D Groups: An Empirical Study. Management Science, 49, 21-38. [pdf]

Lin, Zhiang & Carley, Kathleen M . (2003). Designing Stress Resistant Organizations: Computational Theorizing and Crisis Applications. Boston: Kluwer.

Breiger, Ronald & Carley, Kathleen M & Pattison, Philippa. (2003). Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers. Committee on Human Factors, Board on Behavioral, Cognitive, and Sensory Sciences, Washington, DC: National Academy Press.

Carley, Kathleen M . (2003). Computational Organizational Science and Organizational Engineering. Simulation Modeling Practice and Theory, 10, 253-269. Elsevier. [DOI]

Carley, Kathleen M & Dombroski, Matthew & Tsvetovat, Max & Reminga, Jeffrey & Kamneva, Natasha. (2003). Destabilizing Dynamic Covert Networks. In Proceedings of the 8th International Command and Control Research and Technology Symposium. Conference held at the National Defense War College, Washington DC. Evidence Based Research, Track 3, Electronic Publication, Vienna, VA., [link]

Yahja, Alex & Carley, Kathleen M . (2003). WIZER: What-If Analyzer for Automated Social Model Space Exploration and Validation. NAACSOS Conference 2003, Pittsburgh, PA Electronic Publication, [pdf]

Carley, Kathleen M . (2002). Intra-Organizational Computation and Complexity. Companion to Organizations, 208-232. Blackwell Publishers. [pdf]

Carley, Kathleen M . (2002). Inhibiting Adaptation. Proceedings of the 2002 Command and Control Research and Technology Symposium. Conference held in Naval Postgraduate School, Monterey, CA. Evidence Based Research, Track 3, Electronic Publication, , Vienna, VA, Monterey, CA: WebSite: [link] [pdf]

Carley, Kathleen M & Schreiber, Craig. (2002). Information Technology and Knowledge Distribution in C3I teams. Proceedings of the 2002 Command and Control Research and Technology Symposium. Conference held in Naval Postgraduate School, Monterey, CA. Evidence Based Research, Track 1, Electronic Publication, Vienna, VA., Naval Postgraduate School, Monterey, CA: WebSite: [link] [pdf]

Tsvetovat, Max & Carley, Kathleen M . (2002). Emergent Specializations in a Commodity Market: A Multi-Agent Model. Journal of Computational and Mathematical Organization Theory, 8, 221-234. [pdf]

Carley, Kathleen M . (2002). Stopping Adaptation. CASOS Conference 2002, Day 1, Electronic Publication, Pittsburgh, PA, WebSite: [link] [pdf]

Dekker, D & Carley, Kathleen M & Krackhardt, David. (2002). How Do Social Networks Affect Organizational Knowledge Utilization?. CASOS Conference 2002, Day 3, Electronic Publication, Pittsburgh, PA, WebSite: [link] [pdf]

Tsvetovat, Max & Carley, Kathleen M . (2002). Knowing the Enemy: A Simulation of Terrorist Organizations and Counter-Terrorism Strategies. CASOS Conference 2002, Day 3, Electronic Publication, Pittsburgh, PA., WebSite: [link] [pdf]

Butts, Carter & Carley, Kathleen M . (2002). Structural Change and Homeostasis in Organizations: A Decision-Theoretic Approach. [pdf]

Chen, Li-Chiou & Carley, Kathleen M . (2002). Modeling Distributed Denial of Service Attacks and Defenses. [pdf]

Lewis, Eleanor T & Carley, Kathleen M . (2002). Entrepreneurial Culture and Narratives of Self-Experience. [pdf]

Lin, Zhiang & Carley, Kathleen M . (2002). Organizational Design and Adaptation in Response to Crises: Theory and Practice. [pdf]

Carley, Kathleen M . (2002). Simulating Society: The Tension Between Transparency and Veridicality. Proceedings of Agents 2002, Chicago IL., [pdf]

Carley, Kathleen M . (2002). Smart Agents and Organizations of the Future. 206-220. Thousand Oaks, CA: Sage. [pdf]

Carley, Kathleen M . (2002). Computational Organization Science: A New Frontier. Arthur M. Sackler Colloquium Series on Adaptive Agents, Intelligence and Emergent Human Organization: Capturing Complexity through Agent-Based Modeling October 4-6, 2001; Irvine, CA, 99, 7257-7262. National Academy of Sciences Press. [pdf]

Carley, Kathleen M . (2002). Enhanced Knowledge-Based Human Organization and Social Change. In Converging Technologies for Improving Human Performance: Nanotechnology, Biotechnology, Information Technology and Cognitive Science, , [pdf]

Carley, Kathleen M . (2001). Computational Approaches to Sociological Theorizing. 69-84. [pdf] 1431kb

Carley, Kathleen M . (2001). Organizational Performance, Coordination, and Cognition. Mahway, NJ: LEA Associates. [pdf] 1529kb

Prietula, Michael & Carley, Kathleen M . (2001). Boundedly Rational and Emotional Agents: Cooperation, Trust and Rumor. 169-194. unknown. [pdf] 1408kb

Carley, Kathleen M & Hill, Vanessa. (2001). Structural change and Learning Within Organizations. 63-92. MIT Press/AAAI Press/Live Oak. [pdf] 1996kb

Carley, Kathleen M & Ren, Yuqing. (2001). Tradeoffs Between Performance and Adaptability for C3I Architectures. Proceedings of the 2001 Command and Control Research and Technology Symposium. Conference held in Annapolis, Maryland, June 2001. Evidence Based Research, Track 2, Electronic Publication, Annapolis, Maryland: WebSite: [link] [pdf] 503kb

Chen, Li-Chiou & Carley, Kathleen M . (2001). A Computational Model of Computer Virus Propagation. CASOS Conference 2001, Day 1, Electronic Publication, Pittsburgh, PA, WebSite: [link] [pdf]

Panzarasa, Pietro & Carley, Kathleen M & Krackhardt, David. (2001). Modeling Structure and Cognition in Organizations: A Meta-Network Computational Approach. CASOS Conference 2001, , Day 3, Electronic Publication, Pittsburgh, PA, WebSite: [link] [pdf]

Ren, Yuqing & Carley, Kathleen M & Argote, L. (2001). Simulating the Role of Transactive Memory in Group Training and Performance. CASOS Conference 2001, Day 3, Electronic Publication, Pittsburgh, PA, WebSite: [link] [pdf]

Tsvetovat, Max & Carley, Kathleen M & Sycara, K. (2001). Specialists, Generalists and Market Segmentation: A Multi-Agent Model. CASOS Conference 2001, Day 1, Electronic Publication, Pittsburgh, PA., WebSite: [link] [pdf] 209kb

Carley, Kathleen M & Lee, Ju-Sung & Krackhardt, David. (2001). Destabilizing Networks. Connections, 24(3), 31-34. [pdf]

Butts, Carter & Carley, Kathleen M . (2001). Multivariate Methods for Inter-Structural Analysis. [pdf]

Butts, Carter & Carley, Kathleen M . (2001). Spatial Models of Large-Scale Interpersonal Networks. [pdf]

Carley, Kathleen M . (2001). Summary of Key Measures for Characterizing Organizational Architectures. [pdf]

Carley, Kathleen M . (2001). Adaptive Organizations and Emergent Forms. [pdf]

Carley, Kathleen M & Krackhardt, David. (2001). A Typology for Network Measures for Organizations. [pdf]

Cataldo, Marcelo & Carley, Kathleen M & Argote, L. (2001). The Effect of Personnel Selection Schemes on Knowledge Transfer. [pdf]

Chen, Li-Chiou & Carley, Kathleen M . (2001). The Impact of Countermeasure Spreading on the Prevalence of Computer Viruses. [pdf]

Lewis, Eleanor T & Diesner, Jana & Carley, Kathleen M . (2001). Using Automated Text Analysis to Study Self-Presentation Strategies. [pdf]

Panzarasa, Pietro & Carley, Kathleen M . (2001). A Logical Approach to Formalising Negotiation in Multi-Agent Systems. [pdf]

Tsvetovat, Max & Carley, Kathleen M & Sycara, K. (2001). Emergence of Market Segmentation: A Multi-Agent Model. [pdf]

Tsvetovat, Max & Schreiber, Craig & Carley, Kathleen M . (2001). Knowledge Bases and Information Public Goods: A Multi-Agent Model. [pdf]

Lin, Zhiang & Carley, Kathleen M . (2001). Organizational Design and Adaptation in Response to Crises: Theory and Practice. AoM Best Papers Proceedings. Sixty-First Annual Meeting of the Academy of Management, Washington, D.C., USA, August 3-8, 2001, How Governments Matter, Academy of Management Proceedings 2001, OMT: B1-B6. Academy of Management, Washington D.C.. [pdf]

Carley, Kathleen M . (2001). Learning and Using New Ideas: A Sociocognitive Perspective. Diffusion Processes and Fertility Transition: Selected Perspectives, 179-207. National Research Council, Washington DC, National Academy Press. [pdf]

Cataldo, Marcelo & Carley, Kathleen M . (2001). Modeling Knowledge Sharing in Virtual Organizations. Presented at the 10th International Conference on Computational Analysis of Social and Organizational Systems, July 7 2001, Pittsburgh, PA, [pdf]

Carley, Kathleen M & Ren, Yuqing & Krackhardt, David. (2000). Measuring and Modeling Change in C3I Architectures. Proceedings of the 2000 Command and Control Research and Technology Symposium. Conference held in Naval Postgraduate School, Monterey, CA, June 26-28, 2000. , Track 3, Electronic Publication, Vienna, VA., Monterey, CA: Evidence Based Research. WebSite: [link] [pdf] 631kb

Carley, Kathleen M . (2000). Organizational Adaptation in Volatile Environments. Computational Modeling in Organizational Behavior: The Third Scientific Discipline, 241-268. Washington, DC: American Psychological Association. [pdf]

Carley, Kathleen M & Wallace, William A . (2000). Computational Organization Theory: A New Perspective. Norwell, MA: Kluwer Academic Publishers. [pdf]

Cohen, Ruth & Carley, Kathleen M & Harrald, John & Wallace, William A . (2000). Emotions in Crisis Management: An Analysis of Organizational Response to Two Natural Disasters. International of Journal of Technology Management, Special Issue on Public Policy Engineering Management, 19(3/4/5), 313-335. [pdf] 1952kb

Hinds, Pamela & Carley, Kathleen M & Krackhardt, David & Wholey, Doug. (2000). Choosing Workgroup Members: The Balance of Similarity, Competence, and Familiarity. Organizational Behavior and Human Decision Making Processes, 81(2), 226-251. [pdf] 1730kb

Carley, Kathleen M . (2000). Computational Analysis of Social and Organizational Systems. Organizational Science, 34(2), [pdf] 818kb

Butts, Carter & Carley, Kathleen M . (2000). Canonical labeling to facilitate Graph comparison. [pdf]

Carley, Kathleen M . (2000). Information Security: The Human Perspective. [pdf]

Carley, Kathleen M & Ren, Yuqing. (2000). Team Level Measurements. [pdf] 155kb

Cataldo, Marcelo & Carley, Kathleen M & Argote, L. (2000). The Effect of Personnel Selection Schemes on Knowledge Transfer. Presented at the 9th International Conference on Computational Analysis of Social and Organizational Systems, July 22 2000, Pittsburgh, PA, [pdf]

Carley, Kathleen M . (1999). On Generating Hypotheses Using Computer Simulations. Systems Engineering, 2, 69-77. [pdf]

Anderson, Brigham S & Butts, Carter & Carley, Kathleen M . (1999). The Interaction of Size and Density with Graph-Level Measures to Social Networks. Social Networks, 21, 239-267. [pdf]

Carley, Kathleen M . (1999). On the Evolution of Social and Organizational Networks. special issue of Research in the Sociology of Organizations. on Networks In and Around Organizations, 16, 3-30. Stanford, CT: JAI Press. [pdf] 3468kb

Hill, Vanessa & Carley, Kathleen M . (1999). An approach to Identifying consensus in a subfield: The case of organizational culture. Poetics, 27, 1-30. [pdf] 2315kb

Casciaro, Tiziana & Carley, Kathleen M & Krackhardt, David. (1999). Positive Affectivity and Accuracy in Social Network Perception. Motivation and Emotion, 23, 285-306. [pdf] 1898kb

Carley, Kathleen M & Gasser, Les. (1999). Computational Organization Theory. Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence, 299-330. Cambridge, MA: MIT Press. [pdf] 3027kb

Carley, Kathleen M & Behrens, Dean M . (1999). Organizational and Individual Decision Making. Handbook of Systems Engineering and Management, 659-684. New York: John Wiley & Sons, Inc.. [pdf] 2731kb

Carley, Kathleen M & Krackhardt, David. (1999). A Typology for C2 Measures. Proceedings of the 1999 International Symposium on Command and Control Research and Technology, Track 1 Day 2, Electronic Publication, Newport, RI: WebSite: [link] [pdf] 1194kb

Prietula, Michael & Carley, Kathleen M . (1999). Exploring the Effects of Agent Trust and Benevolence in a Simulated Organizational Task. Applied Artificial Intelligence, 13(3), 321-338. [pdf] 1414kb

Carley, Kathleen M . (1999). Organizational Change and the Digital Economy: A Computational Organization Science Perspective. Cambridge, MA: MIT Press. [pdf] 1532kb

Topper, Curtis M & Carley, Kathleen M . (1999). A Structural Perspective on the Emergence of network Organizations. Journal of Mathematical Sociology, 24(1), 67-96. [pdf] 1760kb

Ahuja, Manju & Carley, Kathleen M . (1999). Network Structure in Virtual Organizations. joint issue of Organization Science, Nov./Dec and Journal of Com, 3(4), [pdf] 1907kb

Carley, Kathleen M . (1999). Learning Within and Among Organizations. Population-Level Learning and Industry Change, 16, 33-56. Elsevier Science Ltd. [pdf] 1485kb

Anderson, Philip & Meyer, Alan & Eisenhardt, Kathleen & Carley, Kathleen M & Pettigrew, Andrew. (1999). Introduction to the special issue: Applications of complexity theory to organization science. Organization Science, 10, 233-236. [pdf]

Carley, Kathleen M & Prietula, Michael. (1998). WebBots, Trust, and Organizational Science. Simulating Organizations: Computational Models of Institutions and Groups, 3-22. Menlo Park, CA: AAAI Press/The MIT Press. [pdf]

Kaplan, David J & Carley, Kathleen M . (1998). An Approach to Modeling Communication & Information Technology in Organizations. Simulating Organizations: Computational Models of Institutions and Groups, 169-189. Menlo Park, CA: AAAI Press/The MIT Press. [pdf]

Krackhardt, David & Carley, Kathleen M . (1998). PCANS Model of Structure in Organizations . Proceedings of the 1998 International Symposium on command and Control Research and Technology, Monterray, CA: Evidence Based Research. [pdf]

Lee, Ju-Sung & Carley, Kathleen M . (1998). Adaptive Strategies for Improving C2 Performance. Proceedings of the 1998 International Symposium on command and Control Research and Technology, Monterey, CA: Evidence Based Research. [pdf]

Prietula, Michael & Carley, Kathleen M . (1998). A Computational Model of Trust and Rumor. Proceedings of the 1998 AAAI Fall Symposium Series, Emotional & Intelligent: The Tangled Knot of Cognition, 146-147. Orlando, FL.: [pdf]

Carley, Kathleen M . (1998). Organizational Adaptation. Annals of Operations Research, 75, 25-47. [pdf]

Carley, Kathleen M & Lee, Ju-Sung. (1998). Dynamic Organizations: Organizational Adaptation in a Changing Environment. Disciplinary Roots of Strategic Management Research, 269-297. JAI Press. [pdf]

Carley, Kathleen M & Prietula, Michael & Lin, Zhiang. (1998). Design versus Cognition: The Interaction of Agent Cognition and Organizational Design on Organizational Performance. Journal of Artificial Societies and Social Simulation, 1(3), 1-19. WebSite: [link] [pdf] 1339kb

Cohn, Ruth & Waisel, Laurie & Carley, Kathleen M & Wallace, William A . (1998). Pothole Lake Fire: An analysis of Emotion in a Successful Emergency Response. Safety Science, Special Issue on The International Emergency Management Society Conference, 30, 183-207. [pdf] 1412kb

Prietula, Michael & Carley, Kathleen M & Gasser, Les. (1998). A Computational Approach to Organizations and Organizing. Simulating Organizations: Computational Models of Institutions and Groups, xiii-xix. Menlo Park, CA: AAAI Press / The MIT Press. [pdf]

Prietula, Michael & Carley, Kathleen M & Gasser, Les. (1998). Simulating Organizations: Computational Models of Institutions and Groups. Menlo Park, CA: AAAI Press/MIT Press.

Butts, Carter & Carley, Kathleen M . (1997). An Algorithmic Approach to the Comparison of Partially Labeled Graphs. Proceedings of the 1997 International Symposium on Command and Control Research and Technology, 276-286. Washington, DC: [pdf] 1058kb

Carley, Kathleen M & Prietula, Michael. (1997). Agents, Trust, & Organizational Behavior. Socially Intelligent Agents: Papers from the 1997 AAAI Fall Symposium, Menlo Park, CA: AAAI Press. [pdf] 1316kb

Carley, Kathleen M . (1997). Network Text analysis: The Network Position of concepts. Text Analysis for the Social Sciences: Methods for Drawing Statistical Inferences from Texts and Transcripts, 79-100. Mahway, NJ: Lawrence Erlbaum Associates. [pdf]

Carley, Kathleen M . (1997). Extracting Team Mental Models Through Textual Analysis. Journal of Organizational Behavior, 18, 533-538. [pdf] 2058kb

Carley, Kathleen M & Lee, Ju-Sung. (1997). C2 Adaptation in a Changing Environment. Proceedings of the 1997 International Symposium on Command and Control Research and Technology, 287-297. Washington, DC: [pdf] 939kb

Carley, Kathleen M . (1997). Organizations and Constraint Based Adaptation. in Raymond A. Eve, Sara Horsfall, and Mary E. Lee (Ed.), "Chaos, Complexity and Sociology: Myths, Models, and Theories", Sage, Thousand Oaks, CA., [pdf]

Carley, Kathleen M . (1997). Organizational Adaptation & Cognition. Cognitive Science Proceedings, Stanford, CA: [pdf] 502kb

Carley, Kathleen M & Harrald, John. (1997). Organizational Learning Under Fire: Theory and Practice. American Behavioral Scientist, 40, 310-332. [pdf] 4572kb

Lin, Zhiang & Carley, Kathleen M . (1997). Organizational Response: The Cost Performance Tradeoff. Management Science, 43, 217-234. [pdf] 1988kb

Lin, Zhiang & Carley, Kathleen M . (1997). Organizational Decision Making and Error in a Dynamic Task Environment. Journal of Mathematical Sociology, 22, 125-150. [pdf] 1178kb

Carley, Kathleen M & Lin, Zhiang. (1997). A Theoretical Study of Organizational Performance under Information Distortion. Management Science, 43, 976-997. [pdf] 2136kb

Carley, Kathleen M . (1997). Organizations & Constraint-Based Adaptation. Chaos, Complexity and Sociology: Myths, Models and Theories, 229-242. Thousand Oaks, CA: Sage. [pdf] 2160kb

Palmquist, Michael & Carley, Kathleen M & Papageorgiou, Constantine P . (1997). Two applications of automated text analysis: Analyzing literary and non-literary texts. Text Analysis for the Social Sciences: Methods for Drawing Statistical Inferences from Texts and Transcripts, 171-189. Hillsdale, NJ: Lawrence Erlbaum Associates. [pdf]

Carley, Kathleen M . (1997). Introduction: Computational Organization Theory. Journal of Mathematical Sociology, 22, 91-93.

Carley, Kathleen M & Krackhardt, David. (1996). Cognitive inconsistencies and non-symmetric friendship. Social Networks, 18, 1-27. [pdf]

Kaufer, David S & Carley, Kathleen M . (1996). The Influence of Print on Social and Cultural Change. Annual Review of Applied Linguistics, 16, 14-25. [pdf]

Banks, David L & Carley, Kathleen M . (1996). Models for Network Evolution. Journal of Mathematical Sociology, 21, 173-196. [pdf]

Carley, Kathleen M . (1996). Artificial Intelligence Within Sociology. Sociological Methods & Research, 25, 3-30. [pdf] 1817kb

Carley, Kathleen M . (1996). Communicating New Ideas: The Potential Impact of Information and Telecommunication Technology. Technology in Society, 18, 219-230. [pdf] 804kb

Carley, Kathleen M . (1996). Adaptive Organizations: A Comparison of Strategies for Achieving Optimal Performance. Proceedings of the 1996 International Symposium on Command and Control Research and Technology, 322-330. Monterey, CA: Evidence Based Research. [pdf]

Carley, Kathleen M & Svoboda, David M . (1996). Modeling Organizational Adaptation as a Simulated Annealing Process. . Sociological Methods and Research, 25, 138-168. [pdf] 74kb

Carley, Kathleen M . (1996). A Comparison of Artificial and Human Organizations. Journal of Economic Behavior and Organization, 31, 175-191. [pdf] 1489kb

Carley, Kathleen M . (1996). Validating Computational Models. [pdf]

Lawler, Robert W & Carley, Kathleen M . (1996). Advanced Qualitative Methods in the Study of Human Behavior: Case Study and Computing. Norwood, NJ: Ablex.

Sanil, Ashish & Banks, David & Carley, Kathleen M . (1995). Models for evolving fixed node networks: Model fitting and model testing. Social Networks, 17, 65-81. [pdf] 1071kb

Siegel, Jane & Kraut, Robert E & John, Bonnie E & Carley, Kathleen M . (1995). An Empirical Study of Collaborative Wearable Computer Systems. Human Factors in Computing Systems: CHI Companion 95 Denver, CO , 312-313. New York: The Association of Computing Machinery. WebSite: [link]

Ahuja, Manju & Carley, Kathleen M . (1995). Distributed Design Groups: A Case Study. Proceedings of the Inaugural Americas Conference on Information Systems, Pittsburgh, PA, 81. [pdf] 241kb

Carley, Kathleen M . (1995). Communication Technologies and Their Effect on Cultural Homogeneity, Consensus, and the Diffusion of New Ideas. Sociological Perspectives, 38, 547-571. [pdf] 2483kb

Carley, Kathleen M . (1995). Automatic Restructuring of the C2 Structure and Performance. Proceedings of the 1995 International Symposium on Commad & Control Research and Technology, Washington, DC: Evidence Based Research. [pdf]

Carley, Kathleen M & Lin, Zhiang. (1995). Organizational Designs Suited to High Performance Under Stress. IEEE - Transactions on Systems Man and Cybernetics, 25, 221-230. [pdf] 1190kb

Carley, Kathleen M . (1995). Computational and Mathematical Organization Theory: Perspective and Directions. . Computational and Mathematical Organization Theory, 1, 39-56. [pdf]

Lin, Zhiang & Carley, Kathleen M . (1995). DYCORP: A Computational Framework for Examining Organizational Performance Under Dynamic Conditions. Journal of Mathematical Sociology, 20, 193-218. [pdf] 1807kb

Ye, Mei & Carley, Kathleen M . (1995). Radar-Soar: Towards An Artificial Organization Composed of Intelligent Agents. Journal of Mathematical Sociology, 20, 219-246. [pdf] 1699kb

Carley, Kathleen M & Wallace, William A . (1995). Editorial, Computational and Mathematical Organization Theory. Computational and Mathematical Organization Theory, 1, 5-7. [pdf]

Banks, David & Carley, Kathleen M . (1994). Metric Inference for social Networks. Journal of classification, 11, 121-149. [pdf] 1685kb

Carley, Kathleen M . (1994). Extracting Culture through Textual Analysis. Poetics, 22, 291-312. [pdf] 1572kb

Bainbridge, W.S & Brent, Edward E & Carley, Kathleen M & Heise, David R & Macy, Michael W & Markovsky, Barry & Skvoretz, John. (1994). Artificial Social Intelligence . American Review of Sociology, 20, 407-436. [pdf] 2046kb

Carley, Kathleen M & Newell, Allen. (1994). The Nature of the Social Agent. Journal of Mathematical Sociology, 19, 221-262. [pdf] 4755kb

Kaufer, David S & Carley, Kathleen M . (1994). Some Concepts and Axioms About Communication. Written Communication, 11, 8-42. [pdf] 2363kb

Lin, Zhiang & Carley, Kathleen M . (1994). Organizational Response: Tradeoff among Opportunities for Review, Cost, & Performance. Proceedings of the 1994 Spring Symposium on Computational Organization Design, 139-145. Stanford, CA: AAAI. [pdf]

Carley, Kathleen M & Prietula, Michael. (1994). ACTS Theory: Extending the Model of bounded Rationality. Computational Organization Theory, 55-87. Mahwah, NJ: Lawrence Earlbaum Associates. [pdf]

Prietula, Michael & Carley, Kathleen M . (1994). Computational Organization Theory: Autonomous Agents and Emergent Behavior. Journal of Organizational Computing, 41, 41-83. [pdf] 3095kb

Carley, Kathleen M . (1994). Sociology: Computational Organization Theory . Social Science Computer Review, 12, 611-624. [pdf] 1324kb

Carley, Kathleen M & Prietula, Michael. (1994). Computational Organization Theory. Hillsdale, NJ: Lawrence Erlbaum Associates.

Carley, Kathleen M & Lin, Zhiang. (1994). Organizational Shifts and Performance. Sociological Abstracts, Cambridge Scientific Abstracts.

Kaufer, David S & Carley, Kathleen M . (1993). Communication at a Distance: The Effect of Print on Socio-Cultural Organization and Change. Hillsdale, NJ: Lawrence Erlbaum Associates. [pdf]

Kaufer, David S & Carley, Kathleen M . (1993). Condensation Symbols: Their Variety and Rhetorical Function in Political Discourse. Philosophy and Rhetoric, 26, 201-226. [pdf]

Carley, Kathleen M . (1993). Coding Choices for Textual Analysis: A Comparison of Content Analysis and Map Analysis. Sociological Methodology, 23, 75-126. [pdf]

Carley, Kathleen M & Banks, David. (1993). Nonparametric Inference for Network Data. Journal of Mathematical Sociology, 18, 1-26. [pdf]

Carley, Kathleen M & Kaufer, David S . (1993). Semantic Connectivity: An Approach for Analyzing Symbols in Semantic Networks. Communication Theory, 3, 183-213. [pdf]

Carley, Kathleen M & Kiesler, Sara & Wholey, Doug. (1993). Learning Teamwork: Studies of Training in software Development. Proceedings of the 1993 Coordination Theory and Collaboration Technology Workshop. Symposium conducted for the National Science Foundation, Washington, D.C., [pdf] 550kb

Hummon, Norman & Carley, Kathleen M . (1993). Social networks as normal science. Social Networks, 15, 71-106. [pdf] 1670kb

Carley, Kathleen M & Hummon, Norman P & Harty, Martha. (1993). Scientific Influence: An Analysis of the Main Path Structure in the Journal of Conflict Resolution. Knowledge: Creation, Diffusion, Utilization, 14, 417-447. [pdf]

Lin, Zhiang & Carley, Kathleen M . (1993). Does Agent Style Matter in organizational decision Making Performance?. Workshop Notes for the AI and Theories of Groups and Organizations: Conceptual and Empirical Research Eleventh National Conference on Artificial Intelligence, Washington D.C., 53-60. [pdf]

Carley, Kathleen M & Park, David & Prietula, Michael. (1993). Agent Honesty, Cooperation and Benevolence in an Artificial Organization. Workshop Notes for the AI and Theories of Groups and Organizations: Conceptual and Empirical Research Eleventh National Conference on Artificial Intelligence, Washington D.C., 1-7. [pdf]

Lin, Zhiang & Carley, Kathleen M . (1993). Proactive or Reactive: An Analysis of the Effect of Agent Style on Organizational Decision Making Performance. International Journal of Intelligent Systems in Accounting, Fina, 2, 271-288. [pdf]

Carley, Kathleen M . (1993). Plural-Soar: Towards the Development of a Cognitively Motivated Theory of Organizations. Proceedings of the 1993 Coordination Theory and Collaboration Technology Workshop . Symposium conducted for the National Science Foundation, Washington, D.C., [pdf]

Papageorgiou, Constantine P & Carley, Kathleen M . (1993). A cognitive model of decision making: chunking and the radar detection task. Carnegie Mellon University. School of Computer Science, CMU-CS-93-228 Research paper, [pdf]

Carley, Kathleen M & Gasser, Les & Papageorgiou, Constantine P & Prietula, Michael. (1993). Computational and Mathematical Models of Organizations. International Journal of Intelligent Systems in Accounting, Fina, 2, 211-213. [pdf]

Carley, Kathleen M & Banks, David. (1993). Changing the Face of Science: The Impact of Print. Sociological Abstracts, [pdf]

Kaufer, David S & Carley, Kathleen M . (1993). Communication at a Distance: The Effect of Print on Socio-Cultural Organization and Change. Hillsdale, NJ: Lawrence Erlbaum Associates.

Carley, Kathleen M . (1993). Content Analysis. in Asher R.E. et al. (Eds.), The Encyclopedia of Language and Linguistics. Edinburgh, UK: Pergamon Press. 2: 725-730.,

Banks, David & Carley, Kathleen M . (1993). An Analogue of the Linear Model for Graph-Valued Random Variables. in Proceedings of the Social Statistics Section of the American Statistical Association, 1992, pp. 174-179, Boston, Massachusetts. American Statistical Association, Alexandria, VA.,

Carley, Kathleen M & Kjaer-Hansen, Johan & Prietula, Michael & Newell, Allen. (1992). Artificial Intelligence in Organization and Management Theory. 87-118. Amsterdam, The Netherlands: Elsevier Science Publishers. [pdf] 3022kb

Carley, Kathleen M & Palmquist, Michael. (1992). Extracting, Representing and Analyzing Mental Models. Social Forces, 70, 601-636. [pdf]

Carley, Kathleen M & Wendt, Kira. (1992). Electronic Mail and Scientific Communication: a Study of the Soar Extended Research Group. The Soar Papers: Research on Integrated Intelligence, 12, 406-440. Cambridge, MA: MIT Press. [pdf]

Carley, Kathleen M & Kjaer-Hansen, Johan & Newell, Allen & Prietula, Michael. (1992). Plural-Soar: a Prolegomenon to Artificial Agents and Organizational Behavior. Artificial Intelligence in Organization and Management Theory , 87-118. Amsterdam: North-Holland: Elsevier Science Publishers. [pdf]

Carley, Kathleen M . (1992). Organizational Learning and Personnel Turnover. Organization Science, 3, 20-46. [pdf] 3399kb

Carley, Kathleen M & Prietula, Michael. (1992). Toward a Cognitively Motivated Theory of Organizations. Proceedings of the 1992 Coordination Theory and Collaboration Technology Workshop . Symposium conducted for the National Science Foundation, Washington, D.C., [pdf]

Lin, Zhiang & Carley, Kathleen M . (1992). Maydays and Murphies: A Study of the Effect of Organizational Design, Task and Stress on Organizational Performance. Sociological Abstracts, [pdf]

Carley, Kathleen M & Harrald, John. (1992). Organizing for Response: Comparing Practice Plan and Theory. Natural Hazards Observer,

Carley, Kathleen M & Hummon, Norman. (1992). Why New Fields Emerge (or Fail to Do So): A Preliminary Examination. Sociological Abstracts,

Carley, Kathleen M . (1991). Growing up: The development and acquisition of social knowledge. The Self-Society Dynamic: Cognition, Emotion, and Action , 72-105. Cambridge, England: Cambridge University Press. [pdf]

Carley, Kathleen M & Wendt, Kira. (1991). Electronic Mail & Scientific Communication. Knowledge: Creation, Diffusion, Utilization, 12, 406-440. [pdf]

Carley, Kathleen M . (1991). A Theory of Group Stability. American sociological Review, 56, 331-354. [pdf] 3475kb

Carley, Kathleen M . (1991). Designing Organizational Structures to Cope with Communication Breakdowns: A Simulation Model. Industrial Crisis Quarterly, 5, 19-57. [pdf]

Carley, Kathleen M . (1991). On the Persistence of Beliefs. Sociological Abstracts, [pdf]

Carley, Kathleen M . (1991). Structural Constraints on Communication: The Diffusion of the Homomorphic Signal Analysis Technique through Scientific Fields. Sociological Abstracts, 15, 207-246.

Carley, Kathleen M . (1990). Structural Constraints on Communication: The Diffusion of the Homomorphic Signal Analysis Technique Through Scientific Fields. Jounral of Mathematical Sociology, 15, 207-246. [pdf]

Carley, Kathleen M . (1990). Group Stability: A Socio-Cognitive Approach. Advances in Group Processes, Advances in Group Processes: Theory and Research , VII, 1-44. Greenwich, CT: JAI Press. [pdf]

Carley, Kathleen M . (1990). Distributed Information & Organizational Decision-Making Models. Concise Encyclopedia of Information Processing in Systems and Organizations, 137-144. London, England: Pergamon Press. [pdf]

Carley, Kathleen M . (1990). Coordinating for Success: Trading Information Redundancy for Task Simplicity. Proceedings of the 23rd Annual Hawaii International Conference on System Sciences, Kailua-Kona, Hawaii. Jan 2-5, 1990, 4, 261-270. IEEE Computer Society Press. [pdf]

Lievrouw, Leah A & Carley, Kathleen M . (1990). Changing Patterns of Communication Among Scientists In an Era of Telescience. Technology in Society, 12, 457-477. Elsevier. [link]

Carley, Kathleen M . (1989). The Value of Cognitive foundations for Dynamic Social Theory. Journal of Mathematical Sociology, 14, 171-208. [pdf]

Carley, Kathleen M . (1989). Group Interaction, Stability and Reconstruction. Sociological Abstracts,

Carley, Kathleen M . (1988). Formalizing the Social Expert's Knowledge. Sociological Methods and Research, 17, 165-232. Sage. [DOI]

Carley, Kathleen M . (1988). Cognitive and Social Stability. Sociological Abstracts,

Carley, Kathleen M & Wendt, Kira. (1988). The Impact of Electronic Mail on the Diffusion of Scientific Information. Sociological Abstracts,

Carley, Kathleen M . (1988). Artificial Intelligence and Emotions. Newsletter for Sociology and Emotions, American Sociology Association.

Carley, Kathleen M . (1987). Increasing Consensus through Shared Social Position and Interaction. Sociological Abstracts, [pdf]

Carley, Kathleen M . (1987). Review of Saris and Gallhofer Sociometric Research V1: Data Collection and Scaling, . Journal of Classification Research, 6, 301-304. [pdf]

Carley, Kathleen M . (1987). Language: Society's Chronicle. Sociological Abstracts,

Carley, Kathleen M . (1986). Measuring Efficiency in a Garbage Can: Implications for Crisis Management. Ambiguity and Command: Organizational Perspectives on Military Decision Making, 195-231. Baylor, Boston, MA: Pitman. [pdf] 3106kb

Carley, Kathleen M . (1986). An Approach for Relating social Structure to Cognitive Structure. Journal of Mathematical Sociology, 12, 137-189. [pdf]

Carley, Kathleen M . (1986). Knowledge Acquisition as a Social Phenomenon. Instructional Science, 14, 381-438. [pdf]

Carley, Kathleen M . (1986). Measuring Efficiency in a Garbage Can Hierarchy. Ambiguity and Command: Organizational Perspectives on Military Decision Making , 165-194. Baylor, Boston, MA: Pitman. [pdf]

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