Books
Primary Textbooks
- Social Network Analysis: Methods and Applications - Stanley Wasserman & Katherine Faust (1994)
- Network Science - Albert-László Barabási (2014)
- Networks - Mark Newman (2018)
Supplementary Reading
- Linked: The New Science of Networks - Albert-László Barabási (2002)
- Network Analysis: Methodological Foundations - Ulrik Brandes & Thomas Erlebach (Eds.) (2005)
- Networks, Crowds, and Markets: Reasoning About a Highly Connected World - David Easley & Jon Kleinberg (2010)
- Bursts: The Hidden Pattern Behind Everything We Do - Albert-László Barabási (2010)
Additional Course Materials
Programming Resources
- If you are not familiar with Python programming, use any online tutorial to get a handle of it.
- NetworkX Documentation - Python library for network analysis
- Gephi Tutorial - Network visualization software
Reference Materials
- Material #1: Social Network Analysis: Methods and Applications - Wasserman & Faust (1994) - NOT SEARCHABLE
- Material #2: Linked: The New Science of Networks - Barabási (2002)
- Material #3: Network Analysis: Methodological Foundations - Brandes & Erlebach (Eds.) (2005)
- Material #4: Network Science - Barabási (2014)
- Material #5: Networks, Crowds, and Markets - Easley & Kleinberg (2010)
- Material #6: Bursts: The Hidden Pattern Behind Everything We Do - Barabási (2010)
- Material #7: Networks - Mark Newman (2018)
