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Home > Resources > Social Network Analysis

Social Network Analysis


Applications
Miscellaneous
Social Network Analysis References
Node Centrality
 
Freeman L C (1979). 'Centrality in Social Networks: Conceptual clarification', Social Networks 1, 215-239.
 
Borgatti, S.P., Everett, M.G. and Freeman, L.C. 2002. Ucinet 6 for Windows. Harvard: Analytic Technologies.
 
Shortest Paths, Weighted Networks, and Centrality
 
M. E. J. Newman. "Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality"
 
Phys. Rev. E 64, 016132 (2001). http://www.santafe.edu/~mark/papers/016132.pdf
 
Cliques and Clusters
 
Borgatti, S.P., Everett, M.G. and Freeman, L.C. 2002. Ucinet 6 for Windows. Harvard: Analytic Technologies.
 
Johnson, S C (1967). 'Hierarchical clustering schemes'. Psychometrika, 32, 241-253.
 
M. E. J. Newman. Detecting community structure in networks. In Eur. Phys. J. B., 2004. http://www-personal.umich.edu/~mejn/papers/epjb.pdf
 
M. E. J. Newman and M. Girvan, Finding and evaluating community structure in networks, Physical Review E 69, 026113 (2004). http://arxiv.org/PS_cache/cond-mat/pdf/0308/0308217.pdf
 
M. E. J. Newman. Fast Algorithm for Detecting Community Structure in Networks. Physical Review E 69, 066133 (2004). http://aps.arxiv.org/PS_cache/cond-mat/pdf/0309/0309508.pdf
 
Roles and Positions
 
S. Wasserman and K. Faust. Social network analysis. Methods and Applications. Cambridge University
Press, Cambridge, 1994.
 
Opinion Leaders
 
Thomas W. Valente, Rebecca L. Davis. Accelerating the Diffusion of Innovations Using Opinion Leaders. ANNALS, AAPSS, 566, November 1999.
 
Thomas W. Valente. Social Network Thresholds in the Diffusion of Innovations. Social Networks 18: 69 – 79
 
Thomas W. Valente, Robert K. Foreman. Integration and Radiality: Measuring The Extent Of an Individual's Connectedness And Reachability in a Network. Social Networks 20 (1998) 89-105
 
Thomas W. Valente. cctrial_kv4.prg - a GAUSS program that finds opinion leaders and assigns them leaders to groups.
 
Core and Periphery
 
Borgatti, S.P., Everett, M.G, 1999. Models of Core/Periphery structures. Social Networks 21, 375-395 http://www.analytictech.com/borgatti/cp_structure.doc
 
John P. Boyd, William J. Fitzgerald, and Robert J. Beck. Computing Core/Periphery Structures and Permutation Tests for Social Relations Data (September 28, 2004). Institute for Mathematical Behavioral Sciences. Paper 16. http://hypatia.ss.uci.edu/imbs/tr/mbs04_13.pdf


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