|Kathleen Mary Carley|
|Fields||Social network analysis
|Institutions||Carnegie Mellon University|
|Alma mater||Harvard University (1984)
|Doctoral advisor||Harrison White|
|Known for||Dynamic network analysis|
Kathleen M. Carley is an American social scientist specializing in dynamic network analysis. She is a professor in the School of Computer Science in the Institute for Software Research International at Carnegie Mellon University and also holds appointments in the Tepper School of Business, the Heinz College, the Department of Engineering and Public Policy, and the Department of Social and Decision Sciences.
Kathleen Carley was born in Pueblo, Colorado in 1956. At High School her interest in social modeling was inspired by Isaac Asimov's Foundation series. Artificial intelligence was not a career path at that time and she was dissuaded from studying Mathematics because of gender stereotyping. Instead she studied for an S.B. in Economics and an S.B. in Political Science from the Massachusetts Institute of Technology in 1978. She received her Ph.D. in Sociology from Harvard University in 1984. Her Ph.D. advisor was Harrison White and her thesis was entitled Consensus Construction.
On leaving Harvard in 1984, Carley secured a position as Associate Professor of Sociology and Information Systems at Carnegie Mellon University where she remains based. In 1990 she became Associate Professor of Sociology and Organizations, in 1998 Professor of Sociology, Organizations and IT, and in 2002 attained her current role as Professor of Computation, Organization and Society. Since 1998 she has also held appointments in other CMU schools and departments; the Department of Social and Decision Sciences, Heinz College, Tepper School of Business and Department of Engineering and Public Policy.
Carley's research combines cognitive science, sociology and computer science to address complex social and organizational problems. Her most notable research contribution was the establishment of Dynamic network analysis (DNA). In addition, she has also contributed to research on computational social and organization theory, adaptation and evolution, text mining, and the impact of telecommunication technologies and policy on communication, information diffusion, disease contagion and response within and among groups particularly in disaster or crisis situations, and dynamic network methods.
She is the director of the Center for Computational Analysis of Social and Organizational Systems (CASOS), a university-wide interdisciplinary center that brings together network science, computer science, and organizational studies and has an associated NSF funded training program for Ph.D. students. Her research on dynamic network analysis has resulted in tools for analyzing large scale dynamic networks and various multi-agent simulation systems. Her CASOS group has developed tools for text-mining semantic networks (AutoMap), simulating epidemiological models (BioWar), and simulating covert networks (DyNet).
Carley is the founding co-editor, and co-editor-in-chief of the journal Computational and Mathematical Organization Theory. She has co-edited several books in the computational organizations and dynamic network area.
Carley, Kathleen M. (June 1991). "A theory of group stability". American Sociological Review (American Sociological Review, Vol. 56, No. 3) 56 (3): 331–354. doi:10.2307/2096108. JSTOR 2096108. (Also available here)
Carley,, Kathleen M. (2003). Pattison, P., ed. Dynamic social network analysis: Workshop summary and papers: 133-145. Washington D.C.: The National Academies Press.
Carley, Kathleen; Reminga, Jeffrey & Borgatti, Steve. (2003). "Destabilizing Dynamic Networks Under Conditions of Uncertainty.". International Conference on Integration of Knowledge Intensive Multi-Agent Systems. Boston MA: IEEE KIMAS.
Carley, Kathleen (2003). "Destabilizing Terrorist Networks.". Proceedings of the 8th International Command and Control Research and Technology Symposium. National Defense War College, Washington DC.
Carley, Kathleen; Lee, Ju-Sung; Krackhardt, David (2001). "Destabilizing Networks". Connections, 24 (3): 31–34.
Carley, Kathleen (1999). "On the evolution of social and organizational networks.". In Andrews, S.B.; Knoke, D. Research on the Sociology of Organizations 16. Greenwich, CT: JAI Press. pp. 3–30
Daimler, Eric; Morris, J.H.; Carley, K.M (2012). "Exploration in Automated Systems for Analyzing Public Policy Documents". In Zhihong, Qian; Lei, Cao. Recent Advances in Computer Science and Information Engineering 126. Berlin, Germany: Springer Berlin Heidelberg. pp. 741–747
Frantz, Terrill; Carley, Kathleen (2005). A Formal Characterization of Cellular Networks, Technical Report CMU-ISRI-05-109. Carnegie Mellon University: Institute for Software Research International
McCulloh, I.A.; Daimler, Eric; Carley, K.M (2008). Using latent semantic analysis of email to detect change in social groups. Las Vegas, NV: World Computer Congress
McCulloh, I.A.; Daimler, Eric; Carley, K.M. Using term-frequency-inverse-document frequency of email to detect change in social groups. Las Vegas, NV: World Computer Congress
McCulloh, I.A.; Carley, K.M (2008). Social Network Change Detection, Technical Report, CMU-CS-08-116. Carnegie Mellon University: School of Computer Science
McCulloh, I.A.; Carley, K.M.; Webb, M. (October 2007). "Social Network Monitoring of Al-Qaeda". Network Science 1 (1): 25–30.
- Roebuck, Karen (19 June 2004). "CMU project targets terrorism". Pittsburgh Tribune-Review. Retrieved 8 April 2011.
- "Vita" (PDF). Carnegie Mellon University. 20 March 2011. Retrieved 9 April 2011.
- Carley, K. M.; Zhiang Lin (1995). "Organizational designs suited to high performance under stress". IEEE Transactions on Systems, Man, and Cybernetics 25 (2): 221–230. doi:10.1109/21.364841.
- Edling, Christofer (Jan 31, 2009). "We Always Know More Than We Can Say: Mathematical Sociologists on Mathematical Sociology". In Hedström, Peter; Wittrock, Björn. Frontiers of Sociology (Annals of the International Institute of Sociology) (Institut international de sociologie. World Congress). p. 358. ISBN 90-04-16569-X.
- Geoffrey P. Morgan and Kathleen M. Carley, "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 23, 2011, Pp. 106-113. Best Student Paper award.
- Marcelo Cataldo, Patrick Wagstrom, James Herbsleb and Kathleen M. Carley, 2006, "Identification of Coordination Requirements: Implications for the design of collaboration and awareness tools", Computer Supported Cooperative Work, Banff, Alberta, Canada, Best Papers of CSCW 2006, pp. 353 - 362. Available from: http://delivery.acm.org/10.1145/1190000/1180929/p353-cataldo.pdf?key1=1180929&key2=6491909811&coll=GUIDE&dl=GUIDE&CFID=34171964&CFTOKEN=77758590. Best Paper CSCW 2006, Awarded by ACM SIGCHI.
- Judith A. Effken, Kathleen M. Carley, Sheila Gephart, Joyce A. Verran, Denise Bianchi, Jeff Reminga and Barbara B. Brewer, 2011, "Using ORA to Explore the Relationship of Nursing Unit Communication to Patient Safety and Quality Outcomes," International Journal of Medical Informatics, 80.7: 507-517. doi:10.1016/j.ijmedinf.2011.03.015
- Vanessa Hill and Kathleen M. Carley, 2008, "Win Friends and Influence People: Relationships as Conduits of Organizational Culture in Temporary Placement Agencies," Journal of Management Inquiry, 17.4: 369-379. Link: http://jmi.sagepub.com/content/17/4/369.abstract
- Zhiang Lin and Kathleen M. Carley, 2001, "Organizational Design and Adaptation in Response to Crises: Theory and Practice," AoM Best Papers Proceedings. Edited by In Dennis H. Nagao (Ed.), Sixty-First Annual Meeting of the Academy of Management, Washington, D.C., August 3–8, "How Governments Matter," Academy of Management Proceedings 2001, Academy of Management, Washington D.C. OMT: B1-B6.
- Kathleen M. Carley, Michael K. Martin and Brian Hirshman, 2009, "The Etiology of Social Change," Topics in Cognitive Science, 1.4:621-650. Link: http://onlinelibrary.wiley.com/doi/10.1111/j.1756-8765.2009.01037.x/abstract.
- Yi Chang, Jana Diesner and Kathleen M. Carley, 2011, "Towards Automated Definition Acquisition from Operations Law," Transaction/Journal: IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 41.4.
- Pietro Panzarasa, T. Opsahl and Kathleen M. Carley, 2009, "Patterns and dynamics of users' behavior and interaction: Network analysis of an online community," Journal of the American Society for Information Science & Technology, 60.5: 911-932. doi:10.1002/asi.v60:5
- Matthias Meyer, Michael A. Zaggl, and Kathleen M. Carley, 2011, "Measuring CMOT’s intellectual structure and its development," Computational & Mathematical Organization Theory, 17.1: 1-34. doi:10.1007/s10588-010-9076-0
- Kathleen M. Carley, Eric Malloy and Neal Altman, 2011, "Multi-Agent Modeling of Biological and Chemical Threats," Infectious Disease Informatics and Biosurveillance, Edited by Zeng, D.; Chen, H.; Castillo-Chavez, C.; Lober, W.B.; Thurmond, M. (Eds.), Springer, New York, Ch. 16: 361-380.
- Terrill L. Frantz and Kathleen M. Carley, 2010, "Toward A Confidence Estimate For The Most-Central-Actor Finding," Sage Publications/RM division Best Student Paper Proceedings of the Academy of Management Annual Conference, Chicago, IL, USA.
- Edoardo M. Airoldi, Xue Bai and Kathleen M. Carley, 2011, "Network sampling and classification: An investigation of network model representations," Decision Support Systems, 51.3: 506-518. doi:10.1016/j.dss.2011.02.014
- Waters, T. J. (2010-03-08). Hyperformance: Using Competitive Intelligence for Better Strategy and Execution. John Wiley and Sons. pp. 154–5. ISBN 978-0-470-53364-2. Retrieved 8 April 2011.
- "Computational and Mathematical Organization Theory (Editorial Board)". Retrieved 9 April 2011.