In this class, we go over elementary graph theory, matrix algebra and relational set theory, along with basics of using UCINET. Key topics include:
graph theory
components, paths, walks, trails, distance, degree
directed, valued graphs
2-mode data
matrix algebra
matrix multiplication, transposition, inverses
relational set theory
relational composition
Pre-class exercise
please take the time to learn/recall how to do matrix multiplication by hand. There are lots of videos online including this one
make sure the UCINET software is running on your laptop. See the Software page for details
Readings
ASN ch 2 (in the future, it will just give the number)
Borgatti Introduction to Graph Theory
Chen, H., Mehra, A., Tasselli, S., & Borgatti, S. P. (2022). Network dynamics and organizations: A review and research agenda. Journal of Management, 48(6), 1602-1660. [see in particular pps 41-47 "Mechanisms of Network Dynamics"
Matrices
Class notes
Supplementary readings
Krackhardt and Carley. 1988. A PCANS Model of Structure in Organizations. Proceedings of the 1998 International Symposium on Command and Control Research and Technology. June. Monterey, CA. [pdf] [about mult0
Milgram, S. (1967). The small world problem. Psychology today, 2(1), 60-67.
Freeman, L. C. (1979). "Centrality in Social Networks: Conceptual Clarification." Social Networks, 1(3), 215–239.
Haven't read these, but look useful
Exercises
Other