Kathleen Carley

Last updated

Kathleen Mary Carley
Kathleen-M-Carley.jpg
Born1956
CitizenshipAmerican
Alma mater Harvard University (1984)
MIT (1978)
Known for Dynamic network analysis
Scientific career
Fields Social network analysis
Computational sociology
Telecommunication policy
Biosecurity
Institutions Carnegie Mellon University
Doctoral advisor Harrison White

Kathleen M. Carley is an American computational social scientist specializing in dynamic network analysis. [1] She is a professor in the School of Computer Science in the Carnegie Mellon Institute for Software Research 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. [2]

Contents

Background

Kathleen Carley was born in Pueblo, Colorado in 1956. [3] 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. [4] 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. [2]

Career

On leaving Harvard in 1984, Carley secured a position as Assistant 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. [2]

Research

Carley's research combines cognitive science, sociology and computer science to address complex social and organizational problems. Methodologically she applies network science, machine learning, natural language processing, and agent based modeling to high-dimensional, large, and dynamic data. Her most notable research contribution was the establishment of dynamic network analysis (DNA) and the establishment of social cybersecurity. She has also contributed to research on computational social and organization theory,[ citation needed ] 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.[ citation needed ]

She is the director of the Center for Computational Analysis of Social and Organizational Systems, a university-wide interdisciplinary center that brings together network science, computer science, and organizational studies and is the director of the center for Informed Democracy and Social-cybersecurity (IDeaS) at CMU.[ citation needed ]

Carley is the founding co-editor and co-editor-in-chief of the journal Computational and Mathematical Organization Theory . [5] She has co-edited several books in the computational organizations and dynamic network area.[ citation needed ]

See also

Related Research Articles

<span class="mw-page-title-main">Carnegie Mellon University</span> Private research university in Pittsburgh, Pennsylvania, U.S.

Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania. The institution was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools. In 1912, it became the Carnegie Institute of Technology and began granting four-year degrees. In 1967, it became Carnegie Mellon University through its merger with the Mellon Institute of Industrial Research, founded in 1913 by Andrew Mellon and Richard B. Mellon and formerly a part of the University of Pittsburgh.

<span class="mw-page-title-main">Heinz College</span> Public policy school of Carnegie Mellon University

The Heinz College of Information Systems and Public Policy, also known as Heinz College, is the public policy and information college of Carnegie Mellon University in Pittsburgh, Pennsylvania. It consists of the School of Information Systems and Management and the School of Public Policy and Management. The college is named after CMU's former instructor and the later U.S. Senator John Heinz from Pennsylvania.

<span class="mw-page-title-main">Carnegie Mellon School of Computer Science</span> School for computer science in the United States

The School of Computer Science (SCS) at Carnegie Mellon University in Pittsburgh, Pennsylvania, US is a school for computer science established in 1988. It has been consistently ranked among the best computer science programs over the decades. As of 2024 U.S. News & World Report ranks the graduate program as tied for No. 1 with Massachusetts Institute of Technology, Stanford University and University of California, Berkeley.

<span class="mw-page-title-main">Social complexity</span> Conceptual framework

In sociology, social complexity is a conceptual framework used in the analysis of society. In the sciences, contemporary definitions of complexity are found in systems theory, wherein the phenomenon being studied has many parts and many possible arrangements of the parts; simultaneously, what is complex and what is simple are relative and change in time.

<span class="mw-page-title-main">Lenore Blum</span> USA computer scientist and mathematician

Lenore Carol Blum is an American computer scientist and mathematician who has made contributions to the theories of real number computation, cryptography, and pseudorandom number generation. She was a distinguished career professor of computer science at Carnegie Mellon University until 2019 and is currently a professor in residence at the University of California, Berkeley. She is also known for her efforts to increase diversity in mathematics and computer science.

The Department of Social and Decision Sciences (SDS) is an interdisciplinary academic department within the Dietrich College of Humanities and Social Sciences at Carnegie Mellon University. The Department of Social and Decision Sciences is headquartered in Porter Hall in Pittsburgh, Pennsylvania and is led by Department Head Gretchen Chapman. SDS is known for research and education programs in decision-making in public policy, economics, management, and the behavioral social sciences.

Dynamic network analysis (DNA) is an emergent scientific field that brings together traditional social network analysis (SNA), link analysis (LA), social simulation and multi-agent systems (MAS) within network science and network theory. Dynamic networks are a function of time to a set of graphs; for each time point there is a graph. This is akin to the definition of dynamical systems, in which the function is from time to an ambient space, where instead of ambient space time is translated to relationships between pairs of vertices.

<span class="mw-page-title-main">Human–Computer Interaction Institute</span>

The Human–Computer Interaction Institute (HCII) is a department within the School of Computer Science at Carnegie Mellon University (CMU) in Pittsburgh, Pennsylvania. It is considered one of the leading centers of human–computer interaction research, and was named one of the top ten most innovative schools in information technology by Computer World in 2008. For the past three decades, the institute has been the predominant publishing force at leading HCI venues, most notably ACM CHI, where it regularly contributes more than 10% of the papers. Research at the institute aims to understand and create technology that harmonizes with and improves human capabilities by integrating aspects of computer science, design, social science, and learning science.

Richard Michael Cyert was an American economist, statistician and organizational theorist, who served as the sixth President of Carnegie Mellon University in Pittsburgh, Pennsylvania, United States. He is known for his seminal 1959 work "A behavioral theory of the firm," co-authored with James G. March.

<span class="mw-page-title-main">Mary Shaw (computer scientist)</span> American software engineer

Mary Shaw is an American software engineer, and the Alan J. Perlis Professor of Computer Science in the School of Computer Science at Carnegie Mellon University, known for her work in the field of software architecture.

<span class="mw-page-title-main">Manuela M. Veloso</span> Portuguese-American computer scientist

Manuela Maria Veloso is the Head of J.P. Morgan AI Research & Herbert A. Simon University Professor Emeritus in the School of Computer Science at Carnegie Mellon University, where she was previously Head of the Machine Learning Department. She served as president of Association for the Advancement of Artificial Intelligence (AAAI) until 2014, and the co-founder and a Past President of the RoboCup Federation. She is a fellow of AAAI, Institute of Electrical and Electronics Engineers (IEEE), American Association for the Advancement of Science (AAAS), and Association for Computing Machinery (ACM). She is an international expert in artificial intelligence and robotics.

<span class="mw-page-title-main">Gary Miller (computer scientist)</span> American computer scientist

Gary Lee Miller is a professor of Computer Science at Carnegie Mellon University, Pittsburgh, United States. In 2003 he won the ACM Paris Kanellakis Award for the Miller–Rabin primality test. He was made an ACM Fellow in 2002 and won the Knuth Prize in 2013.

David Krackhardt is Professor of Organizations at Heinz College and the Tepper School of Business, with courtesy appointments in the Department of Social and Decision Sciences and the Machine Learning Department, all at Carnegie Mellon University in the United States, and he also serves a Fellow of CEDEP, the European Centre for Executive Education, in France. He is notable for being the author of KrackPlot, a network visualization software designed for social network analysis which is widely used in academic research. He is also the founder of the Journal of Social Structure.

<span class="mw-page-title-main">David Klahr</span> American psychologist (born 1939)

David Klahr is an American psychologist whose research ranges across the fields of cognitive development, psychology of science, and educational psychology and has been a professor at Carnegie Mellon University since 1969. He is the Walter van Dyke Bingham Professor of Cognitive Development and Education Sciences at Carnegie Mellon University and a member of the National Academy of Education, a Fellow of the American Psychological Association, a Charter Fellow of the Association for Psychological Science, on the Governing Board of the Cognitive Development Society, a member of the Society for Research in Child Development, and the Cognitive Science Society. He was an associate editor of Developmental Psychology and has served on the editorial boards of several cognitive science journals, as well as on the National Science Foundation's subcommittee on Memory and Cognitive Processes, and the National Institutes of Health's Human Development and Aging Study Section.

<span class="mw-page-title-main">Gerald L. Thompson</span> American mathematician

Gerald L. Thompson was the IBM Professor of Systems and Operations Research (Emeritus) in the Tepper School of Business of Carnegie Mellon University.

The Tepper School of Business is the business school of Carnegie Mellon University. It is located in the university's 140-acre (0.57 km2) campus in Pittsburgh, Pennsylvania.

<i>Computational and Mathematical Organization Theory</i> Academic journal

Computational and Mathematical Organization Theory is a quarterly double-blind peer-reviewed scientific journal covering the field of organization theory. The journal is published by Springer Science+Business Media. It was established in 1995 and initially published by Kluwer. The founding editors-in-chief were William A. Wallace and Kathleen Carley. Carley has continued as co-editor-in-chief, a role she currently shares with Terrill L. Frantz.

David L. Banks is an American statistician at Duke University.

Linda Argote is an American academic specializing in industrial and organizational psychology. She is Thomas Lord Professor of Organizational Behavior and Theory in the Tepper School of Business at Carnegie Mellon University, where she directs the Center of Organizational Learning, Innovation and Knowledge.

Cleotilde Gonzalez is a Research Professor of Decision Sciences in the Social and Decision Sciences Department. She is also the Research Co-Director of the National NSF AI Institute for Societal Decision Making and the founding director of the Dynamic decision-making laboratory at Carnegie Mellon University. Gonzalez is also affiliated with the Security and Privacy Institute (CyLab), the Center for Behavioral Decision Research (CBDR), the Human Computer Interaction Institute, the Center for Cognitive Brain Imaging, and the Center for Neural Basis of Cognition.

References

  1. Roebuck, Karen (19 June 2004). "CMU project targets terrorism". Pittsburgh Tribune-Review . Archived from the original on 2 September 2010. Retrieved 8 April 2011.
  2. 1 2 3 "Vita" (PDF). Carnegie Mellon University. 2 February 2023. Archived from the original (PDF) on 9 July 2011. Retrieved 2 February 2023.
  3. 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. S2CID   6171181.
  4. Edling, Christofer (Jan 31, 2009). Hedström, Peter; Wittrock, Björn (eds.). We Always Know More Than We Can Say: Mathematical Sociologists on Mathematical Sociology. Institut international de sociologie. World Congress. p. 358. ISBN   978-90-04-16569-4.{{cite book}}: |work= ignored (help)
  5. "Computational and Mathematical Organization Theory (Editorial Board)" . Retrieved 9 April 2011.