Using Visualizations to Explore Network Dynamics

Backstrom, L., D. Huttenlocher, J. Kleinberg and X. Lan (2006). Group Formation in Large Social Networks: Membership, Growth, and Evolution. Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM.10.1145/1150402.1150412Search in Google Scholar

Barabasi, A. L., H. Jeong, Z. Neda, E. Ravasz, A. Schubert and T. Vicsek (2002). “Evolution of the social network of scientific collaborations.” Physica A: Statistical Mechanics and its Applications 311(3): 590-614.10.1016/S0378-4371(02)00736-7Search in Google Scholar

Barnett, G. A. (2001). “A longitudinal analysis of the international telecommunication network, 1978-1996.” American Behavior Scientist 44(10): 1638-1655.10.1177/0002764201044010007Search in Google Scholar

Bastian, M., S. Heymann and M. Jacomy (2009). Gephi: An open source software for exploring and manipulating networks. International AAAI Conference on Weblogs and Social Media.10.1609/icwsm.v3i1.13937Search in Google Scholar

Bender-deMoll, S. and D. A. McFarland (2006). “The Art and Science of Dynamic Network Visualization.” Journal of Social Structure 7(2): 1-38.Search in Google Scholar

Berger-Wolf, T. and J. Saia (2006). A framework for analysis of dynamic social networks. KDD ‘06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, ACM Press.Search in Google Scholar

Blondel, V. D., J.-L. Guillaume, R. Lambiotte and E. Lefebvre (2008). “Fast unfolding of communities in large networks.” Journal of Statistical Mechanics: Theory and Experiment 10.Search in Google Scholar

Borgatti, S. and M. Everett (2000). “Models of Core/Periphery Structures.” Social Networks 21(4): 375-395.10.1016/S0378-8733(99)00019-2Search in Google Scholar

boyd, d. (2006). “Friends, Friendsters, and MySpace Top 8: Writing Community Into Being on Social Network Sites.” First Monday 11(12).10.5210/fm.v11i12.1418Search in Google Scholar

boyd, d., S. Golder and G. Lotan (2010). Tweet, Tweet, Retweet: Conversational Aspects of Retweeting on Twitter. Proceedings of the 43rd Hawaii International Conference on System Sciences, Hawaii.10.1109/HICSS.2010.412Search in Google Scholar

Brandes, U. and C. Pich (2012). “Explorative Visualization of Citation Patterns in Social Network Research.” Journal of Social Structure 12(8).Search in Google Scholar

Carley, K. (2003). Dynamic Network Analysis. Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers. K.Search in Google Scholar

Carley, R. Breiger and P. Pattison. Washington, DC, The Nat. Acad. Press: 133-145.Search in Google Scholar

Carley, K., M. Dombroski, M. Tsvetovat, J. Reminga and N. Kamneve (2003). Destabilizing Dynamic Covert Networks. Proceedings of the 8 International Command and Control Research and Technology Symposium.Search in Google Scholar

Christakis, N. A. and J. H. Fowler (2010). “Social Network Measures for Early Detection of Contagious Outbreaks.” PloS one 5(9): e12948.Search in Google Scholar

Chu, K.-H. and D. Suthers (2013). Technology-Mediated Relationships in a Socio-Technical System. Proceedings of the 46th Hawaii International Conference on System Sciences (HICSS 2013), Maui, Hawaii.10.1109/HICSS.2013.511Search in Google Scholar

Correa, C. D. and K.-L. Ma (2011). Visualizing Social Networks. Social Network Data Analytics, Springer: 307-326.Search in Google Scholar

de Nooy, W., A. Mrvar and V. Batagelj (2005). Exploratory Social Network Analysis with Pajek (Structural Analysis in the Social Sciences), {Cambridge University Press}.10.1017/CBO9780511806452Search in Google Scholar

Ellison, N., C. Steinfield and C. Lampe (2007). “The Benefits of Facebook “Friends:” Social Capital and College Students Use of Online Social Network Sites.” Journal of Computer-Mediated Communication 12(4): 1143-1168.Search in Google Scholar

Falkowski, T., J. Bartelheimer and M. Spiliopoulou (2006). Mining and Visualizing the Evolution of Subgroups in Social Networks. IEEE/WIC/ACM International Conference on Web Intelligence, IEEE Computer Society.10.1109/WI.2006.118Search in Google Scholar

Firth, D. R., C. Lawrence and S. F. Clouse (2006). “Predicting Internetbased Online Community Size and Time to Peak Membership Using the Bass Model of New Product Growth.” Interdisciplinary Journal of Information, Knowledge, and Management 1(1): 1-12.10.28945/109Search in Google Scholar

Freeman, L. C. (2000). “Visualizing Social Networks.” Journal of Social Structure 1(1).Search in Google Scholar

Gloor, P. A. and Y. Zhao (2004). TeCFlow - A temporal communication flow visualizer for social network analysis. ACM CSCW Workshop on Social Networks, Chicago.Search in Google Scholar

Gray, V. (1973). “Innovation in the states: A diffusion study.” The American Political Science Review 67(4): 1174-1185.10.2307/1956539Search in Google Scholar

Hether, H. J., S. Murphy and T. W. Valente (in-press). “It is better to give than receive: The role of social support, trust, and participation on health-related social networking sites.” Journal of Health Communication.Search in Google Scholar

Kairam, S., D. J. Wang and J. Leskovec (2012). The Life and Death of Online Groups: Predicting Group Growth and Longevity. In Proceedings of the fifth ACM International Conference on Web Search and Data Mining, ACM.10.1145/2124295.2124374Search in Google Scholar

Kossinets, G. and D. Watts (2006). “Empirical Analysis of an Evolving Social Network.” Science 311(5757): 88-90.10.1126/science.1116869Search in Google Scholar

Krebs, V. E. (2002). “Mapping Networks of Terrorist Cells.” Connections 24(3): 43-52.Search in Google Scholar

Levina, N. and E. Vaast (2005). “The Emergence of Boundary Spanning Competence in Practice: Implications for Implementation and Use of Information Systems.” MIS Quarterly 29(2): 335-363.10.2307/25148682Search in Google Scholar

Liben-Nowell, D. and J. Kleinberg (2006). “The Link-Prediction Problem for Social Networks.” Journal of the American Society for Information Science and Technology 58(7): 1019-1031.10.1002/asi.20591Search in Google Scholar

McCulloh, I. and K. Carley (2011). “Detecting Change in Longitudinal Social Networks.” Journal of Social Structure 12(3).10.21307/joss-2019-031Search in Google Scholar

Mislove, A., M. Massimiliano, K. P. Gummadi, P. Drushel and B. Bhattacharjee (2007). Measurement and Analysis of Online Social Networks. In Proceedings of the 7th ACM SIGCOMM conference on Internet Measurement, ACM.10.1145/1298306.1298311Search in Google Scholar

Moody, J., D. McFarland and S. Bender-deMoll (2005). “Dynamic Network Visualization.” American Journal of Sociology 110(4): 1206-1241.10.1086/421509Search in Google Scholar

Moody, J. and D. R. White (2003). “Structural cohesion and embeddedness: A hierarchical concept of social groups.” American Sociological Review: 103-127.Search in Google Scholar

Moreno, J. L. (1932). Application of the Group Method to Classification. New York, National committee on prisons and prison labor.Search in Google Scholar

Newman, M. E. (2006). “Modularity and community structure in networks.” Proceedings of the National Academy of Sciences 103(23): 8577-8582.10.1073/pnas.0601602103Search in Google Scholar

Newman, M. E. and M. Girvan (2004). “Finding and evaluating community structure in networks.” Physical review E 69(2).10.1103/PhysRevE.69.026113Search in Google Scholar

O’Madadhain, J., D. Fisher, S. White and Y.-B. Boey (2003). The JUNG (Java Universal Network/Graph) Framework, University of California, Irvine, California.Search in Google Scholar

Perer, A. and B. Shneiderman (2008). Integrating statistics and visualization: case studies of gaining clarity during exploratory data analysis. Twenty-sixth annual SIGCHI conference on human factors in computing systems, ACM.10.1145/1357054.1357101Search in Google Scholar

Rogers, E. (2003). Diffusion of Innovations, 5th Edition. New York, Free Press.Search in Google Scholar

Stefano, A., D. Alonso and M. Pascual (2008). “A general model for food web structure.” Science 320(5876): 658-661.10.1126/science.1156269Search in Google Scholar

Suh, B., L. Hong, P. Pirolli and E. Chi (2010). Want to be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network. 2010 IEEE Second International Conference on Social Computing (SocialCom), IEEE.10.1109/SocialCom.2010.33Search in Google Scholar

Susarla, A., J.-H. Oh and Y. Tan (2012). “Social Networks and the Diffusion of User-Generated Content: Evidence from YouTube.” Information Systems Research 23(1): 23-41.10.1287/isre.1100.0339Search in Google Scholar

Valente, T. W. (1995). Network models of the diffusion of innovations. Cresskill, NJ, Hampton Press.Search in Google Scholar

Valente, T. W. (2005). Models and methods for studying the innovation of diffusion. Models and Methods in Social Network Analysis. P. J. Carrington, J. Scott and S. Wasserman. Cambridge, UK, Cambridge University Press: 98-116.Search in Google Scholar

Valente, T. W. (2010). Social Networks and Health. Oxford, Oxford University Press.10.1093/acprof:oso/9780195301014.001.0001Search in Google Scholar

Walker, J. L. (1969). “The diffusion of innovations among the American states.” The American Political Science Review 63(3): 880-899.10.2307/1954434Search in Google Scholar

Waller, M. and S. Lipponen (1997). Smokefree Europe: A Forum for Networks, Finnish Centre for Health Promotion.Search in Google Scholar

Wipfli, H., K. Fujimoto and T. W. Valente (2010). “Global Tobacco Control Diffusion: The Case of the Framework Convention on Tobacco Control.” American Journal of Public Health 100(7): 1260.Search in Google Scholar