Professor of Organizational Sociology
Professor Carley's research centers around areas of social, organizational, knowledge and information networks, organizational design, change, adaptivity and and performance, computational organization theory, crisis management, social theory, impacts on information diffusion of changes in social policy and changes in communication technology, and mapping experts and executives knowledge networks using textual analysis techniques. Her current projects include: utilization of multi-agent computational models to examine various issues related to organizational design, adaptivity, performance, and technology transfer, examining how social networks, knowledge networks, and information networks interact to influence the emergence of groups, the rate of information diffusion, and the development of social consensus in areas such as team management, information security, and drug networks.; encoding mental models from texts; and development of computational and statistical techniques for analysis of network evolution.
Simulating Organizations: Computational Models of Institutions and Groups, (Michael Prietula, Kathleen Carley and Les Gasser, eds.), Boston, MA: AAAI Press/The MIT Press, forthcoming.
Advanced Qualitative Methods in the Study of Human Behavior: Computer Supported Analysis of Case Studies, (with Robert W. Lawler); Ablex, Norwood, New Jersey, 1996.
"Network Structure in Virtual Organizations" (with Manju Ahuja), Organizations Science and JCMC, forthcoming.
"Emotions in Crisis Management: An Analysis of Organizational Response to Two natural Disasters" (with Ruth Cohen, John R. Harrald, and William A. Wallace), International Journal of Technology Management, forthcoming.
"Exploring the Effects of Agent Trust and Benevolence in a Simulated Organizational Task" (with Michael Prietula), Applied Artificial Intelligence, forthcoming.
"Agents, Trust, and Organizational Behavior" (with Michael Prietula); Socially Intelligent Agents: Papers from the 1997 AAAI Fall Symposium, Technical Report FS 97-02, Menlo Park, CA: AAAI Press, forthcoming.
"WebBots, Trust, and Organizational Science" (with Michael Prietula); Simulating Organizations: Computational Models of Institutions and Groups, (Michael Prietula, Kathleen Carley &Les Gasser, eds.), Boston, MA: AAAI Press/The MIT Press, forthcoming.
"Asymmetric Friendships: A Socio-Cognitive Examination of Asymmetric Relationships" (with David Krackhardt); Social Networks, forthcoming.
"Organization and Individual Decision Making," Handbook of Systems Engineering and Management, (S.P. &W.B. Rouse, eds.), John Wiley and Sons, Inc., forthcoming.
"A Theoretical Study of Organizational Performance under Information Distortion" (with Zhiang Lin); Management Science, forthcoming.
"Organizational Performance, Coordination and Cognition" (Olson, G., Malone, T., &Smith, J. Eds); Coordination Theory and Collaboration Technology, Lawrence Erlbaum Associates, forthcoming.
"Constraint Based Adaptation," (M. Lee, ed.) Chaos, Complexity and Society, Sage, forthcoming.
"Design versus Cognition: The Interaction of Agent Cognition and Organizational Design on Organizational Performance" (with Michael J. Prietula and Zhiang Lin); (R. Conte and E. Chattoe, eds.), Evolving Societies: The Computer Simulation of Social Systems, forthcoming.
"The Pothole Lake Fire: An Analysis f Emotion in a Successful Emergency Response" (with Ruth Cohen, Laurie Waisel, and William A. Wallace), Safety Science, Vol. 30, pp. 183-207, 1998.
"Organizational Adaptation," Annals of Operations Research, Vol. 75, pp. 25-47, 1998.
"Introduction: Computational Organization Theory," Journal of Mathematical Sociology, Vol. 22, No. 2, pp. 91-93, 1997.
"Organizations and Constraint Based Adaptation," Chaos, Complexity and Sociology: Myths, Models and Theories, (Raymond A. Eve, Sara Horsfall &Mary E. Lee, eds.), Thousand Oaks, CA, pp. 229-242, 1997.
"Organizational Decision making and Error in a Dynamic Task Environment" (with Zhiang Lin); Journal of Mathematical Sociology, Vol. 22, No. 2, pp. 125-150, 1997.
"C2 Adaptation in a Changing Environment" (with Ju-Sung Lee); International Symposium on Command and Control Research and Technology, Washington, DC, 1997.
"Organizational Learning Under Fire: Theory and Practice" (with John Harrald); American Behavioral Scientist, Vol. 40, No. 3, pp. 310-332, 1997.
"Network Text Analysis: The Network Position of Concepts," Texts Analysis for the Social Sciences: Methods for Drawing Statistical Inferences from Texts and Transcripts (C. Roberts, ed.), Hillsdale, NJ: Lawrence Erlbaum Associates, pp. 79-100, 1997.
"Two Applications of Automated Text Analysis: Analyzing Literary and Non-Literary Texts," Text Analysis for the Social Science: Methods for Drawing Statistical Inferences from Texts and Transcripts (C. Roberts, ed.), Hillsdale, NJ: Lawrence Erlbaum Associates, pp. 171-189, 1997.
"Comment: The Importance of Order," Sociological Methodology, Vol. 5, 1997.
"Organizational Response: The Cost Performance Tradeoff" (with Zhiang Lin); Management Science, Vol. 43, No. 2, pp. 217-234, 1997.
"Organizational Adaptation and Cognition," Cognitive Science Proceedings, Stanford, CA, 1997.
"Extending Team Mental Models Through Textual Analysis," Journal of Organizational Behavior, Vol. 18, pp. 533-538, 1997.
"An Algorithmic Approach to the Comparison of Partially Labeled Graphs" (with Carter Butts); Proceedings of the 1997 International Symposium on Command and Control Research and Technology, Washington, DC, 1997.
"Cognitive Inconsistencies and Non-Symmetric Friendship" (with David Krackhardt); Social Networks, Vol. 18, pp. 1-27, 1996.
"The Influence of Print on Social and Cultural Change" (with David S. Kaufer); Annual Review of Applied Linguistics, Vol. 16, pp. 14-25, 1996.
"A Comparison of Artificial and Human Organizations," Journal of Economics Behavior and Organization, Vol. 31, pp. 175-191, 1996.
"Models of Social Network Revolution" (with David Banks); Journal of Mathematical Sociology, Vol. 21, No. 1-2, pp. 173-196, 1996.
"Communicating New Ideas: The Potential Impact of Information and Telecommunications Technology," Technology in Society, Vol. 18, No. 2, pp. 219-230, 1996.
"Artificial Intelligence Within Sociology," Sociological Methods and Research, Vol. 25, No. 1, pp. 3-30, 1996.
"Modeling Organizational Adaptation as a Simulated Annealing Process" (with David M. Svoboda); Sociological Methods and Research, Vol. 25, No. 1, pp. 138-168, 1996.
"Adaptive Organizations: A Comparison of Strategies for Achieving Optimal Performance" in Proceedings of the 1996 International Symposium on Command and Control Research and Technology, Monterray, CA, June 1996.
Click here for a listing of current Working Papers authored by Professor Carley.
Professor Carley earned her doctorate from Harvard University with a dissertation titled: "Consensus Construction."