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Kathleen M. Carley is an American computational social scientist specializing in dynamic network analysis. She is a professor in the School of Computer Science in the Carnegie Mellon Institute for Software Research at
Carnegie Mellon University Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania, United States. The institution was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools. In 1912, it became the Carnegie Institu ...
and also holds appointments in the
Tepper School of Business The Tepper School of Business is the business school of Carnegie Mellon University. It is located in the university's campus in Pittsburgh, Pennsylvania. The school offers degrees from the undergraduate through doctoral levels, in addition to ...
, the
Heinz College 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 ...
, the Department of Engineering and Public Policy, and the Department of Social and Decision Sciences.


Background

Kathleen Carley was born in
Pueblo, Colorado Pueblo ( ) is a List of municipalities in Colorado#Home rule municipality, home rule municipality that is the county seat of and the List of municipalities in Colorado, most populous municipality in Pueblo County, Colorado, United States. The ...
in 1956. At High School her interest in social modeling was inspired by
Isaac Asimov Isaac Asimov ( ;  – April 6, 1992) was an Russian-born American writer and professor of biochemistry at Boston University. During his lifetime, Asimov was considered one of the "Big Three" science fiction writers, along with Robert A. H ...
's
Foundation series The ''Foundation'' series is a science fiction novel series written by American author Isaac Asimov. First published as a series of short stories and novellas in 1942–1950, and subsequently in three novels in 1951–1953, for nearly thirty ye ...
.
Artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
was not a career path at that time and she was dissuaded from studying Mathematics because of
gender stereotyping A gender role, or sex role, is a social norm deemed appropriate or desirable for individuals based on their gender or sex. Gender roles are usually centered on conceptions of masculinity and femininity. The specifics regarding these gendered ...
. Instead she studied for an S.B. in
economics Economics () is a behavioral science that studies the Production (economics), production, distribution (economics), distribution, and Consumption (economics), consumption of goods and services. Economics focuses on the behaviour and interac ...
and an S.B. in
political science Political science is the scientific study of politics. It is a social science dealing with systems of governance and Power (social and political), power, and the analysis of political activities, political philosophy, political thought, polit ...
from the
Massachusetts Institute of Technology The Massachusetts Institute of Technology (MIT) is a Private university, private research university in Cambridge, Massachusetts, United States. Established in 1861, MIT has played a significant role in the development of many areas of moder ...
in 1978. She received her Ph.D. in
sociology Sociology is the scientific study of human society that focuses on society, human social behavior, patterns of Interpersonal ties, social relationships, social interaction, and aspects of culture associated with everyday life. The term sociol ...
from
Harvard University Harvard University is a Private university, private Ivy League research university in Cambridge, Massachusetts, United States. Founded in 1636 and named for its first benefactor, the History of the Puritans in North America, Puritan clergyma ...
in 1984. Her Ph.D. advisor was
Harrison White Harrison Colyar White (March 21, 1930 – May 18, 2024) was an American sociologist who was the Giddings Professor of Sociology at Columbia University. White played an influential role in the “Harvard Revolution” in social networks and the N ...
and her thesis was entitled ''Consensus Construction''.


Career

On leaving Harvard in 1984, Carley secured a position as assistant professor of Sociology and Information Systems at
Carnegie Mellon University Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania, United States. The institution was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools. In 1912, it became the Carnegie Institu ...
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.


Research

Carley's research combines
cognitive science Cognitive science is the interdisciplinary, scientific study of the mind and its processes. It examines the nature, the tasks, and the functions of cognition (in a broad sense). Mental faculties of concern to cognitive scientists include percep ...
,
sociology Sociology is the scientific study of human society that focuses on society, human social behavior, patterns of Interpersonal ties, social relationships, social interaction, and aspects of culture associated with everyday life. The term sociol ...
and
computer science Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied 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, 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, a university-wide interdisciplinary center that brings together
network science Network science is an academic field which studies complex networks such as telecommunication networks, computer networks, biological networks, Cognitive network, cognitive and semantic networks, and social networks, considering distinct eleme ...
,
computer science Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
, and
organizational studies Organization studies (also called organization science or organizational studies) is the academic field interested in a ''collective activity, and how it relates to organization, organizing, and management''. It is "the examination of how individ ...
and is the director of the center for Informed Democracy and Social-cybersecurity (IDeaS) at CMU. Carley is the founding co-editor and co-
editor-in-chief An editor-in-chief (EIC), also known as lead editor or chief editor, is a publication's editorial leader who has final responsibility for its operations and policies. The editor-in-chief heads all departments of the organization and is held accoun ...
of the journal ''
Computational and Mathematical Organization Theory ''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 ...
''. She has co-edited several books in the computational organizations and dynamic network area.


See also

* Dynamic network analysis


References


External links


Carnegie Mellon
- Kathleen Carley * {{DEFAULTSORT:Carley, kathleen mary Carnegie Mellon University faculty Harvard Graduate School of Arts and Sciences alumni MIT School of Humanities, Arts, and Social Sciences alumni American systems scientists Living people 1956 births American women sociologists American sociologists Women systems scientists American network scientists 20th-century American social scientists 20th-century American scientists 20th-century American women scientists 21st-century American social scientists 21st-century American women scientists Scientists from Colorado People from Pueblo, Colorado