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Kathleen M. Carley

Carnegie Mellon University

Professor

Pittsburgh, PA 15213-3890

United States

Carnegie Mellon University - H. John Heinz III School of Public Policy and Management

Pittsburgh, PA 15213-3890

United States

Institute for Software Research - Carnegie Mellon University

Professor, Director of CASOS Center

School of Computer Science

5000 Forbes Avenue

Pittsburgh, PA 15213

United States

http://isri.cs.cmu.edu/

  • Carnegie Mellon University

    • Email
    • Tel: 412-268-6016

  • Carnegie Mellon University - H. John Heinz III School of Public Policy and Management

  • Institute for Software Research - Carnegie Mellon University

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SCHOLARLY PAPERS

50

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862

CITATIONS

1

Scholarly Papers (50)

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1.

Adversarial Behavior in Complex Adaptive Systems: An Overview of ICST’s Research on Competitive Adaptation in Militant Networks

APSA 2010 Annual Meeting Paper
Number of pages: 30 Posted: 19 Jul 2010 Last Revised: 08 Sep 2010
John Horgan, Michael J. Kenney, Kathleen M. Carley, Mia M. Bloom, Cale D. Horne, Kurt Braddock, Peter Vining and Nicole Zinni
International Center for the Study of Terrorism, affiliation not provided to SSRN, Carnegie Mellon University, affiliation not provided to SSRN, University of Georgia - School of Public and International Affairs, Pennsylvania State University, affiliation not provided to SSRN and Pennsylvania State University
Downloads 147 (138,315)

Abstract:

terrorism, Al-Muhajiroun, competitive adaptation, learning

2.

Socio-Technical Congruence: A Framework for Assessing the Impact of Technical and Work Dependencies on Software Development

Downloads 21 (436,052)

Socio-Technical Congruence: A Framework for Assessing the Impact of Technical and Work Dependencies on Software Development

Number of pages: 20 Posted: 01 Feb 2016
Kathleen M. Carley
Carnegie Mellon University
Downloads 14 (491,118)

Abstract:

collaborative software development, coordination, software dependencies.

Socio-Technical Congruence: A Framework for Assessing the Impact of Technical and Work Dependencies on Software Development

Number of pages: 20 Posted: 09 Feb 2016
Marcelo Cataldo, James D. Herbsleb and Kathleen M. Carley
DSSD, Inc, Carnegie Mellon University - Institute for Software Research International and Carnegie Mellon University
Downloads 7 (529,956)

Abstract:

collaborative software development, coordination, software dependencies

3.

Simulating Diffusion with Conflicting Knowledge

Downloads 12 (482,554)

Simulating Diffusion with Conflicting Knowledge

Number of pages: 34 Posted: 09 Feb 2016
Kenneth Joseph and Kathleen M. Carley
Carnegie Mellon University and Carnegie Mellon University
Downloads 6 (534,990)

Abstract:

Agent-based modeling, Diffusion Processes, Decision-making.

Simulating Diffusion with Conflicting Knowledge

Number of pages: 34 Posted: 10 Feb 2016
Kenneth Joseph and Kathleen M. Carley
Carnegie Mellon University and Carnegie Mellon University
Downloads 6 (534,990)

Abstract:

Agent-based modeling, Diffusion Processes, Decision-making

4.

Impact of Information Loss and Information Error on Network-Enabled Decision-Making

Number of pages: 28 Posted: 10 Feb 2016
Michael Martin, Geoffrey P. Morgan, Kenneth Joseph and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University and Carnegie Mellon University
Downloads 0 (502,377)

Abstract:

Multi-agent simulation, virtual experiment, decision-making, network-enabled organization, information networks, communication networks, socio-cognitive networks, Construct, network science, dynamic network analysis, network metrics, robustness, uncertainty, information error, communications loss, n

5.

Handling Weighted, Asymmetric, Self-Looped, and Disconnected Networks in ORA

Number of pages: 34 Posted: 10 Feb 2016
Wei Wei, Juergen Pfeffer, Jeffrey Reminga and Kathleen M. Carley
Independent, Carnegie Mellon University, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (451,673)

Abstract:

weighted networks, asymmetric networks, self-looped networks, disconnected networks, degree centrality, closeness centrality, betweenness centrality, eigenvector centrality, clustering coefficient, ORA/UCINET measure comparison

6.

The Effects of Healthcare Provisions on the 4x Poverty Population in the United States

Number of pages: 40 Posted: 10 Feb 2016
Kathleen M. Carley, David T. Filonuk, Michael Martin, Neal Altman and Mike Kowalchuck
Carnegie Mellon University, Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - Institute for Software Research International and Independent
Downloads 0 (515,945)

Abstract:

4x poverty, health care, taxpayers

7.

Using the Sorascs Prototype Web Portal

Number of pages: 15 Posted: 09 Feb 2016
Bradley Schmerl, Michael W. Bigrigg, David Garlan and Kathleen M. Carley
Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - Institute for Software Research International and Carnegie Mellon University
Downloads 0 (524,847)

Abstract:

SORASCS, Services, Portal

8.

Global Mapping of Cyber Attacks

Number of pages: 32 Posted: 09 Feb 2016
Ghita Mezzour, L. Richard Carley and Kathleen M. Carley
Carnegie Mellon University - Department of Electrical and Computer Engineering, Carnegie Mellon University - Department of Electrical and Computer Engineering and Carnegie Mellon University
Downloads 0 (324,777)

Abstract:

intrusion detection, anti-virus, socio-technical factors, cyber security, empirical study

9.

Loading Networks in Construct

Number of pages: 16 Posted: 09 Feb 2016
Brian R. Hirshman, Kathleen M. Carley and Mike Kowalchuck
Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University and Independent
Downloads 0 (492,696)

Abstract:

construct, multi-agent simulation, dynamic network analysis, social network analysis, agents, agent modeling

10.

DyNetML: Interchange Format for Rich Social Network Data

Number of pages: 24 Posted: 09 Feb 2016
Maksim Tsvetovat, Jeffrey Reminga and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (477,330)

Abstract:

Social Networks, Data Interchange, Rich Data, XML, DTD

11.

Construct Demo Input Deck

Number of pages: 155 Posted: 09 Feb 2016
Brian R. Hirshman, Geoffrey P. Morgan, Jesse R. St. Charles and Kathleen M. Carley
Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (515,945)

Abstract:

Construct, multi-agent simulation, dynamic network analysis, agent-based modeling, input

12.

Generation of Realistic Social Network Datasets For Testing of Analysis and Simulation Tools

Number of pages: 27 Posted: 09 Feb 2016
Maksim Tsvetovat and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (472,321)

Abstract:

Social Networks, social simulation, scale-free networks, cellular networks, random graphs, software testing

13.

The Link Probability Model: A Network Simulation Alternative to the Exponential Random Graph Model

Number of pages: 21 Posted: 09 Feb 2016
Ian McCulloh, Joshua Lospinoso and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science, University of Oxford and Carnegie Mellon University
Downloads 0 (441,253)

Abstract:

Exponential random graph models; p* models; Statistical models for social networks; Degeneracy; Longitudinal social network analysis.

14.

Integrating Components into SORASCS

Number of pages: 30 Posted: 09 Feb 2016
Bradley Schmerl, Michael W. Bigrigg, David Garlan and Kathleen M. Carley
Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - Institute for Software Research International and Carnegie Mellon University
Downloads 0 (520,203)

Abstract:

SORASCS, Services, Integration, Thick Services, Thin Services

15.

Systematic Assessment of Nation-States’ Motivations and Capabilities to Produce Biological Weapons

Number of pages: 21 Posted: 09 Feb 2016
Ghita Mezzour, William Frankenstein, Kathleen M. Carley and L. Richard Carley
Carnegie Mellon University - Department of Electrical and Computer Engineering, Carnegie Mellon University, Carnegie Mellon University and Carnegie Mellon University - Department of Electrical and Computer Engineering
Downloads 0 (487,691)

Abstract:

Arms races, biological weapons, bioweapons, arms control, remote detection, social influence

16.

Competitive Adaptation in Terrorist Networks: Differences between the Al-Muhajiroun And The Irish Republican Army

Number of pages: 36 Posted: 09 Feb 2016
Abhinav Sangal, Michael Martin and Kathleen M. Carley
Independent, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (477,330)

Abstract:

Automap, ORA, CATNET, Al-Muhajiroun, Irish Republican Army, Agent, Organization, Specific Agent, Adaptation, Nodes, Density, Complexity, Meta-networks, Sphere of Influence.

17.

Social Media ACTion: SOLO Data Description

Number of pages: 38 Posted: 08 Feb 2016
William Frankenstein, Kenneth Joseph and Kathleen M. Carley
Carnegie Mellon University, Carnegie Mellon University and Carnegie Mellon University
Downloads 0 (487,691)

Abstract:

Affect Control Theory, Sentiment Analysis, Twitter, Social Media, Qualtrics, Text Mining, Arab Spring, Nuclear Proliferation, Gardenhose, New York Times, Typhoon Haiyan, Super Typhoon Yolanda

18.

Harvesting Ego-Network Data from Facebook: Using the CEMAP Facebook Profile in ORA

Number of pages: 26 Posted: 08 Feb 2016
Terrill L. Frantz and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (511,513)

Abstract:

Facebook, CEMAP, social network, ORA, dynamic network analysis

19.

Netintel: A Database for Manipulation of Rich Social Network Data

Number of pages: 25 Posted: 08 Feb 2016
Maksim Tsvetovat, Jana Diesner and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science, University of Illinois at Urbana-Champaign and Carnegie Mellon University
Downloads 0 (487,691)

Abstract:

Database, Social Networks

20.

Computational Analysis of Merchant Marine GPS Data

Number of pages: 22 Posted: 08 Feb 2016
George B. Davis and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (507,062)

Abstract:

geospatial analysis, network analysis, clustering

21.

Predicting Intentional Tax Error Using Open Source Literature and Data

Number of pages: 97 Posted: 08 Feb 2016
Ju-Sung Lee and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (477,330)

Abstract:

tax evasion, non-compliance, intentional error, meta analysis

22.

SmartCard Prototype

Number of pages: 19 Posted: 08 Feb 2016
Neal Altman, Michael Martin, Dawn Robertson and Kathleen M. Carley
Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (511,513)

Abstract:

SmartCard, Construct multi-agent simulation, Census data, Taxpayer issues, IRS services

23.

Longitudinal Dynamic Network Analysis: Using the Over Time Viewer Feature in ORA

Number of pages: 25 Posted: 08 Feb 2016
Ian McCulloh and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (362,599)

Abstract:

networks, change detection, network evolution, longitudinal network analysis, dynamic network analysis.

24.

Detailed Analysis of Team Movement and Communication Affecting Team Performance in the America's Army Game

Number of pages: 62 Posted: 08 Feb 2016
Il Chul Moon, Kathleen M. Carley, Mike Schneider and Oleg Shigiltchoff
Korea Advanced Institute of Science and Technology (KAIST), Carnegie Mellon University, Carnegie Mellon University and Carnegie Mellon University
Downloads 0 (520,203)

Abstract:

organization theory, computational organization theory, dynamic social network, computer simulation, computer game, America’s Army

25.

300 Cities Virtual Experiment

Number of pages: 27 Posted: 08 Feb 2016
Jessica McGillen, Michael Martin, Dawn Robertson, Neal Altman and Kathleen M. Carley
Carnegie Mellon University, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - Institute for Software Research International and Carnegie Mellon University
Downloads 0 (524,847)

Abstract:

IRS, Tax, Taxpayers, Multi-agent modeling, Intentional error, Inadvertent error, Paid preparers, Virtual experiment, Construct, SmartCard

26.

CEMAP: General Usage Guide

Number of pages: 74 Posted: 08 Feb 2016
Terrill L. Frantz and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (531,242)

Abstract:

CEMAP, source data, social network, ORA, AutoMap, software, DyNetML, dynamic network analysis

27.

Variables, Decisions, and Scripting in Construct

Number of pages: 68 Posted: 08 Feb 2016
Brian R. Hirshman and Kathleen M. Carley
Carnegie Mellon University - Institute for Software Research International and Carnegie Mellon University
Downloads 0 (524,847)

Abstract:

Construct, multi-agent simulation, dynamic network analysis, agent modeling, scripting

28.

The Impact of Educational Interventions on Real & Stylized Cities

Number of pages: 45 Posted: 08 Feb 2016
Brian R. Hirshman, Alaiksandr Birukou, Michael Martin, Michael W. Bigrigg and Kathleen M. Carley
Carnegie Mellon University - Institute for Software Research International, affiliation not provided to SSRN, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (540,193)

Abstract:

construct multi-agent simulation, dynamic network analysis, social network analysis, agents, agent modeling, literacy, information access

29.

Detailed Analysis of Factors Affecting Team Success and Failure in the America's Army Game

Number of pages: 88 Posted: 04 Feb 2016
Kathleen M. Carley, Il Chul Moon, Mike Schneider and Oleg Shigiltchoff
Carnegie Mellon University, Korea Advanced Institute of Science and Technology (KAIST), Carnegie Mellon University and Carnegie Mellon University
Downloads 0 (515,945)

Abstract:

Organization theory, computational organization theory, dynamic social network, computer simulation, computer game, America’s Army

30.

300 Cities - An Exploration in Characterizing US Cities

Number of pages: 95 Posted: 04 Feb 2016
Michael Martin, Kathleen M. Carley and Neal Altman
Carnegie Mellon University - School of Computer Science, Carnegie Mellon University and Carnegie Mellon University - Institute for Software Research International
Downloads 0 (502,377)

Abstract:

Census 2000, Social Distance Construction, Multi-Dimensional Scaling, ORA, ORA Grouping Analyses

31.

Treemaps as a Tool for Social Network Analysis

Number of pages: 21 Posted: 04 Feb 2016
Terrill L. Frantz and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (446,531)

Abstract:

social network analysis, large datasets, data visualization, treemaps, data exploration

32.

Detecting Change in Human Social Behavior Simulation

Number of pages: 29 Posted: 03 Feb 2016
Ian McCulloh and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (441,253)

Abstract:

Social network change detection, statistical process control, multi-agent simulation, military, organizational behavior, networks, network statistics

33.

OraGIS and Loom: Spatial and Temporal Extensions to the ORA Analysis Platform

Number of pages: 17 Posted: 03 Feb 2016
George B. Davis, Jamie Olson and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (515,945)

Abstract:

network analysis, GIS, geospatial, time series

34.

The Role of Dynamic-Network Multi-Agent Models of Socio-Political Systems in Policy

Number of pages: 41 Posted: 03 Feb 2016
Marcus Louie and Kathleen M. Carley
Carnegie Mellon University and Carnegie Mellon University
Downloads 0 (497,619)

Abstract:

multi-agent modeling, validation, social network modeling, simulation, social systems

35.

OrgAhead: A Computational Model of Organizational Learning and Decision Making [Version 2.1.5]

Number of pages: 56 Posted: 03 Feb 2016
Ju-Sung Lee and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (507,062)

Abstract:

simulated annealing, organizational learning, adaptation, dynamic, decisionmaking, organizational model, computational organization theory

36.

An Automated Methodology for Conducting a Social Network Study of a University Faculty

Number of pages: 16 Posted: 03 Feb 2016
Terrill L. Frantz, Kathleen M. Carley and Jana Diesner
Carnegie Mellon University - School of Computer Science, Carnegie Mellon University and University of Illinois at Urbana-Champaign
Downloads 0 (515,945)

Abstract:

social network analysis, data collection, automation, collaboration network, knowledge network, metamatrix, metanetwork

37.

The Impact of Educational Interventions by Socio-Demographic Attribute

Number of pages: 51 Posted: 03 Feb 2016
Brian R. Hirshman, Michael Martin, Michael W. Bigrigg and Kathleen M. Carley
Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University - School of Computer Science, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (511,513)

Abstract:

Construct multi-agent simulation, dynamic network analysis, social network analysis, agents, agent modeling, literacy, information access

38.

Specifying Agents in Construct

Number of pages: 69 Posted: 03 Feb 2016
Brian R. Hirshman, Kathleen M. Carley and Mike Kowalchuck
Carnegie Mellon University - Institute for Software Research International, Carnegie Mellon University and Independent
Downloads 0 (502,377)

Abstract:

construct, multi-agent simulation, dynamic network analysis, social network analysis, agents, agent modeling, agent class style sheet

39.

Looking Under the Hood of Stochastic Machine Learning Algorithms for Parts of Speech Tagging

Number of pages: 35 Posted: 03 Feb 2016
Jana Diesner and Kathleen M. Carley
University of Illinois at Urbana-Champaign and Carnegie Mellon University
Downloads 0 (492,696)

Abstract:

Part of Speech Tagging, Hidden Markov Models, Viterbi Algorithm, AutoMap

40.

CEMAP II: An Architecture and Specifications to Facilitate the Importing of Real-World Data into the CASOS Software Suite

Number of pages: 22 Posted: 03 Feb 2016
Terrill L. Frantz and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (511,513)

Abstract:

source data, social network, ORA, AutoMap, software, DyNetML, LOOM, spatial data, dynamic network analysis

41.

A Formal Characterization of Cellular Networks

Number of pages: 14 Posted: 03 Feb 2016
Terrill L. Frantz and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (420,665)
Citation 1

Abstract:

social network, cellular network, cell, cell-core, k-cell, covert network

42.

Ineffective Organizational Practices at NASA: A Dynamic Network Analysis

Number of pages: 14 Posted: 03 Feb 2016
Craig Schreiber and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (446,531)

Abstract:

Dynamic network analysis, complex adaptive systems, simulation, NASA, organizational risk, organizational structure, organizational performance, leadership

43.

Relating Network Topology to the Robustness of Centrality Measures

Number of pages: 24 Posted: 03 Feb 2016
Terrill L. Frantz and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (497,619)

Abstract:

social networks, data error, centrality, robustness, sensitivity, simulation

44.

Social Network Change Detection

Number of pages: 26 Posted: 03 Feb 2016
Ian McCulloh and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (250,279)

Abstract:

Social Networks, Change Detection, Statistical Process Control, CUSUM, Al-Qaeda, IkeNet, Terrorism

45.

Simultaneous Inference of Places, Activities, and Behavioral Classes in Maritime GPS Traces

Number of pages: 12 Posted: 03 Feb 2016
George B. Davis and Kathleen M. Carley
Carnegie Mellon University - School of Computer Science and Carnegie Mellon University
Downloads 0 (515,945)

Abstract:

Machine learning, GPS, Graphical models

46.

Detailed Comparison of America's Army Game and Unit of Action Experiments

Number of pages: 23 Posted: 03 Feb 2016
Mike Schneider, Kathleen M. Carley and Il Chul Moon
Carnegie Mellon University, Carnegie Mellon University and Korea Advanced Institute of Science and Technology (KAIST)
Downloads 0 (502,377)

Abstract:

Organizational Theory, Computer Game, Simulation, Military Experiments, Unit of Action, America’s Army, Command and Control

47.

Random Graph Standard Network Metrics Distributions in Ora*

Number of pages: 33 Posted: 01 Feb 2016
Kathleen M. Carley and Eunice J. Kim
Carnegie Mellon University and Independent
Downloads 0 (520,203)

Abstract:

random network, distribution, centrality, path length, clustering coefficient

48.

Topic Modeling in Large Scale Social Network Data

Number of pages: 35 Posted: 25 Jan 2016
Aman Ahuja, Wei Wei and Kathleen M. Carley
Birla Institute of Technology & Science (BITS), Pilani - BITS Pilani, K K Birla Goa Campus, Independent and Carnegie Mellon University
Downloads 0 (316,112)

Abstract:

Topic Modeling, Social Network Analysis, Probabalistic Graphical Models

49.

NATO Trident Juncture on Twitter: Public Discussion

Number of pages: 68 Posted: 23 Jan 2016
William Frankenstein, Binxuan Huang and Kathleen M. Carley
Carnegie Mellon University, Independent and Carnegie Mellon University
Downloads 0 (446,531)

Abstract:

NATO, North Atlantic Treaty Organization, Twitter, Latent Dirichlet Analysis, Network Analysis, Social Media, LDA, Media, Geotagged Tweets

50.

Twitter Usage in Indonesia

Number of pages: 62 Posted: 22 Jan 2016
Kathleen M. Carley, Momin M. Malik, Mike Kowalchuck, Juergen Pfeffer and Peter Landwehr
Carnegie Mellon University, Carnegie Mellon University - School of Computer Science, Independent, Carnegie Mellon University and Carnegie Mellon University
Downloads 0 (355,799)

Abstract:

Indonesia, Twitter, Padang, multi-component network, retweets, social media, spatio-temporal patterns, disaster management

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