Kathleen Carley is a professor in the Engineering and Public Policy Department, Computer Science Department, and Social and Decision Sciences Department at Carnegie Mellon University. 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 analysis, computer science and organization science (www.casos.ece.cmu.edu) and has an associated NSF funded training program for Ph.D. students. Carley's research combines cognitive science, social networks, and computer science to address complex social and organizational problems. Her specific research areas are dynamic network analysis, computational social and organization theory, adaptation and evolution, text mining, the impact of telecommunication technologies and policy on communication, information diffusion, and disease contagion and response within and among groups particularly in disaster or crisis situations.
Carley and her lab have developed infrastructure tools for analyzing large-scale dynamic networks and various multi-agent simulation systems. The infrastructure tools include ORA, a statistical toolkit for analyzing and visualizing multi-dimensional networks. ORA results are organized into reports that meet various needs such as the management report, the mental model report, and the intelligence report. Another tool is AutoMap, a text-mining system for extracting semantic networks from texts and then cross-classifying them using an organizational ontology into the underlying social, knowledge, resource, and task networks. Her simulation models meld multi-agent technology with network dynamics and empirical data. Three of the large-scale multi-agent network models she and the CASOS group have developed in the counter-terrorism area are: BioWar a city-scale dynamic-network agent-based model for understanding the spread of disease and illness due to natural epidemics, chemical spills, and weaponized biological attacks; DyNet a model of the change in covert networks, naturally and in response to attacks, under varying levels of information uncertainty; and RTE, a model for examining state failure and the escalation of conflict at the city, state, nation, and international as changes occur within and among red, blue, and green forces.
Carley is the director of the center for Computational Analysis of Social and Organizational Systems (CASOS) which has over 25 members, both students and research staff. She is the founding co-editor with Al Wallace of the journal Computational Organization Theory and has co-edited several books in the computational organizations and dynamic network area.
Bots, trolls, and how to safely navigate social media in 2020
1984 Ph.D., Sociology, Harvard University
1979 BS, Political Science, Massachusetts Institute of Technology
- agent-based modeling
- AI and ML for security
- Applications of security and privacy
- big data
- computational sociology
- crisis response and disaster relief
- dynamic network analysis
- Formal methods
- information diffusion
- insider threat
- Internet of Things (IoT)
- malware analysis and detection
- measurements of fraud, malware, spam
- network science
- network security
- nuclear security
- organization theory
- security of AI and ML
- social and organizational science
- social networks security and privacy
- threat analysis and modeling
- threat intelligence
- Usability and human behavior
Tweet misinformation study cited in op-ed
A recent study about misinformation on Twitter discussing COVID-19, co-authored by CyLab’s Kathleen Carley, was cited in an opinion article in The Hill.
Carley on Twitter bots messaging about COVID-19
CyLab’s Kathleen Carley was interviewed by NPR about a recent Carnegie Mellon study, which found that nearly half of the messages on Twitter about the COVID-19 pandemic were posted by bots.
Hong and Carley on contact tracing apps
CyLab’s Jason Hong and Kathleen Carley were quoted by WESA discussing the pros and cons of contact tracing apps to investigate cases of COVID-19.
Carley on combating digital information
In an op-ed published by The Fulcrum, CyLab’s Kathleen Carley argues that people must be resilient and use good judgment when faced with digital disinformation.
Carley on political literacy efforts
CyLab’s Kathleen Carley spoke with the Pittsburgh Post-Gazette about the recently formed Center for Informed Democracy and Social Cybersecurity, which aims to improve political literacy.
Carley quoted in PBS
CyLab’s Kathleen Carley was quoted in PBS on coronavirus disinformation.
Carley quoted on social media bots
CyLab’s Kathleen Carley was quoted in Vice on social media bots spreading disinformation during the current coronavirus pandemic.
Carley quoted in AP News
CyLab’s Kathleen Carley was quoted in AP News on online coronavirus misinformation.
Carley quoted on coronavirus disinformation
CyLab’s Kathleen Carley was quoted in WESA on coronavirus disinformation.
CyLab Security and Privacy Institute
Q&A with Kathleen Carley
Amid the coronavirus pandemic, disinformation about the virus is spreading at lightning speeds. CyLab's Kathleen Carley has been monitoring the situation.
Carley identifies three types of misinformation during COVID-19 outbreak
As the COVID-19 pandemic works its way around the world, mis- and dis-information about the disease has been deployed "to incite panic and sow confusion," CyLab's Kathleen Carley told USA Today.
Pittsburgh Business Times
CMU creates center to fight online disinformation
Carnegie Mellon has created a new center to study how disinformation is spread online and how to counter its effects. It will be directed by Kathleen Carley of the Institute for Software Research and co-directed by EPP/CyLab’s Douglas Sicker and David Banks, head of Philosophy in Dietrich College.