Centrality refers to a family of structural concepts characterizing a node's position in the network, often from the perspective of which positions confer advantage. One perspective on centrality is that of global social capital, as opposed to the local social capital of Lin's social resource theory or Burt's structural holes. Today's class will focus on the Big Four: degree (which, technically, should probably not be called a centrality measure), closeness, betweenness, eigenvector.
Note: we will spend the first hour on methods of moving data in and out of ucinet.
Readings
ASN, chap 10 Centrality
Freeman, L. C. (1979.) Centrality in social networks conceptual clarification. Social Networks, 1 pp. 215-239. [pdf]
Borgatti, S.P. and Everett, M.G. 2006. A graph-theoretic perspective on centrality. [pdf]
Tutorials
Centrality. Borgatti, Floyd, Grosser. [doc]
Borgatti et al. Analyzing Social Networks. Centrality
Hanneman & Riddle. Chap. 10
Video
Centrality1.mp4 -- note that it starts abruptly as I forgot to turn it on right away
Slides
Exercises
Supplementary Readings
Leavitt, H.J. 1951. Some effects of certain communication patterns on group performance. Journal of Abnormal and Social Psychology, 46: 38-50. [pdf]
RESOURCES
Old Slides
Centrality I.pdf
Old Video
Bibliography