Kathleen M. Carley

Carnegie Mellon University

Refereed Journals and Proceedings

Carley, Kathleen M. & Malik, Momin M. & Landwehr, Peter M. & Pfeffer, Jürgen & Kowalchuck, Michael (2016). Crowd sourcing disaster management: The complex nature of Twitter usage in Padang Indonesia. Safety Science Vol. 90, pp 48-61, doi:10.1016/j.ssci.2016.04.002 [Impact Factor: 2.157]. » Paper

Carley, Kathleen M. & Pfeffer, Jürgen & Liu, Huan & Morstatter, Fred (2014). Embassies Burning: Toward a Near Real Time Assessment of Social Media Using Geo-Temporal Dynamic Network Analytics. Social Network Analysis and Mining 4(1), 1-23, DOI: 10.1007/s13278-014-0195-3.

Pfeffer, Jürgen & Zorbach, Thomas & Carley, Kathleen M. (2014). Understanding online firestorms: Negative word of mouth dynamics in social media networks. Journal of Marketing Communications, Volume 20, Issue 1-2, 117-128, DOI:10.1080/13527266.2013.797778. » Paper

Joseph, Kenneth & Carley, Kathleen M. & Filonuk, Dave & Morgan, Geoffrey & Pfeffer, Jürgen (2014). Arab Spring: From News Data to Forecasting. Social Network Analysis and Mining, 4(1), DOI: 10.1007/s13278-014-0177-5.

Pfeffer, Jürgen & Carley, Kathleen M. (2013). The Importance of Local Clusters for the Diffusion of Opinions and Beliefs in Interpersonal Communication Networks. International Journal of Innovation and Technology Management 10 (5), DOI: 10.1142/S0219877013400221.

Morstatter, Fred & Pfeffer, Jürgen & Liu, Huan & Carley, Kathleen M. (2013). Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose. International AAAI Conference on Weblogs and Social Media (ICWSM), 400-408, Boston, MA.

Carley, Kathleen M. & Pfeffer, Jürgen & Liu, Huan & Morstatter, Fred & Goolsby, Rebecca (2013). Near Real Time Assessment of Social Media Using Geo-Temporal Network Analytics. Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Niagara Falls, August 25-28.

Martin, Michael K. & Pfeffer, Jürgen & Carley, Kathleen M. (2013). Network Text Analysis of Conceptual Overlap in Interviews, Newspaper Articles and Keywords. Social Network Analysis and Mining, DOI: 10.1007/s13278-013-0129-5, 1-13.

Pfeffer, Jürgen & Carley, Kathleen M. (2012). Rapid Modeling and Analyzing Networks Extracted from Pre-Structured News Articles. Computational and Mathematical Organization Theory, DOI: 10.1007/s10588-012-9122-1, 18 (3), 280-299.

Pfeffer, Jürgen & Carley, Kathleen M. (2012). k-Centralities: Local Approximations of Global Measures Based on Shortest Paths. Proceedings of the WWW Conference 2012, 1st International Workshop on Large Scale Network Analysis (LSNA 2012), 1043-1050. Lyon, France.

Pfeffer, Jürgen & Carley, Kathleen M. (2011). Modeling and Calibrating Real World Interpersonal Networks. Proceedings of the IEEE NSW 2011, 1st International Workshop on Network Science, 9-16. West Point, New York. » BibTeX

Chapters in Edited Volumes

Pfeffer, Jürgen & Carley, Kathleen M. (2012). Social Networks, Social Media, Social Change. In: D. D. Schmorrow, D.M. Nicholson (eds), Advances in Design for Cross-Cultural Activities Part II. CRC Press, Boca Raton, Florida, 273-282.

Carley, Kathleen M. & Morgan, Geoffrey & Lanham, Michael & Pfeffer, Jürgen (2012). Multi-Modeling and Socio-cultural complexity: Reuse and Validation. In: D. D. Schmorrow, D.M. Nicholson (eds), Advances in Design for Cross-Cultural Activities Part I. CRC Press, Boca Raton, Florida, 265-274.

Carley, Kathleen M. & Pfeffer, Jürgen (2012). Dynamic Network Analysis (DNA) and ORA . In: D. D. Schmorrow, D.M. Nicholson (eds), Advances in Design for Cross-Cultural Activities Part II. CRC Press, Boca Raton, Florida, 128-137.

Technical Reports

Carley, Kathleen M. & Malik, Momin M. & Kowalchuk, Mike & Pfeffer, Jürgen & Landwehr, Peter M. (2015). Twitter Usage in Indonesia. Technical Report, CMU-ISR-15-109, Carnegie Mellon University, School of Computer Science, Institute for Software Research. » Paper

Carley, Kathleen M. & Reminga, Jeffrey & Storrick, Jon & Pfeffer, Jürgen & Columbus, Dave (2013). ORA User's Guide 2013. Technical Report, CMU-ISR-13-108, Carnegie Mellon University, School of Computer Science, Institute for Software Research.

Carley, Kathleen M. & Pfeffer, Jürgen & Reminga, Jeffrey & Storrick, Jon & Columbus, Dave (2012). ORA User's Guide 2012. Technical Report, CMU-ISR-12-105, Carnegie Mellon University, School of Computer Science, Institute for Software Research.

Wei, Wei & Pfeffer, Jürgen & Reminga, Jeffrey & Carley, Kathleen M. (2011). Handling Weighted, Asymmetric, Self Linked, and Disconnected Networks in ORA. Technical Report, CMU-ISR-11-113, Carnegie Mellon University, School of Computer Science, Institute for Software Research.

Sunbelt & Other Conference Talks

Carley, Kathleen M. & Pfeffer, Jürgen & Malik, Momin M. & Landwehr, Peter M. & Wei, Wei (2014). Twitter Usage in Indonesia. Hazard SEES Disaster Response Workshop,, Pittsburgh, PA, April 4-5.

Carley, Kathleen M. & Pfeffer, Jürgen & Landwehr, Peter M. & Wei, Wei & Malik, Momin M. (2014). Using Twitter to Track Disaster Needs and Response. Hazard SEES Disaster Response Workshop, Pittsburgh, PA, April 4-5.

Carley, Kathleen M. & Pfeffer, Jürgen (2013). Concepts and Measures for Two-Mode Networks. Sunbelt XXXIII Conference, Hamburg, Germany, May 21-26.

Pfeffer, Jürgen & Carley, Kathleen M. & Schmerl, Bradley & Garlan, David (2013). Network Analysis for Big Data in Resource-Constrained Environments. Sunbelt XXXIII Conference, Hamburg, Germany, May 21-26.

Pfeffer, Jürgen & Carley, Kathleen M. (2012). Using k-centralities to approximate centrality measures in large networks. Sunbelt XXXII Conference, Redondo Beach, March 12-18.

Pfeffer, Jürgen & Carley, Kathleen M. (2011). Modeling Real World Interpersonal Networks. Sunbelt XXXI Conference, St. Petersburg, Florida.