Skip to Main Content

Network Analysis

Resource guide for students and faculty interested in using network analysis tools.

Useful Websites

  1. Cheat Sheet: Social Network Analysis for Humanists: http://cvcedhlab.hypotheses.org/106
  2. Historical Network Research: http://historicalnetworkresearch.org/
  3. Archaeological Networks Blog: https://archaeologicalnetworks.wordpress.com/
  4. Visualizing Historical Networks: http://www.fas.harvard.edu/~histecon/visualizing/

 

Books

  1. Barabasi, A-L. Networks Science, Cambridge 2016
  2. Easley, D. and Kleinberg, J. Networks, Crowds, and Markets: Reasoning About a Highly Connected World Cambridge, 2010.
  3. Newman, M. Networks: An introduction Oxford University Press, 2010

References

  1. Bastian, Mathieu, Sebastien Heymann, and Mathieu Jacomy. “Gephi: An Open Source Software for Exploring and Manipulating Networks.” In Third International AAAI Conference on Weblogs and Social Media (2009).
  2. Brughmans, Tom. “Thinking Through Networks: A Review of Formal Network Methods in Archaeology.” Journal of Archaeological Theory and Method 20 (2013): 623-662. 
  3. Brughmans, Tom. “The Roots and Shoots of Archaeological Network Analysis: A Citation Analysis and Review of the Archaeological Use of Formal Network Methods.” Archaeological Review from Cambridge 29:1 (2014): 18–41.
  4. Collar, Anna, Fiona Coward, Tom Brughmans, and Barbara J. Mills. “Networks in Archaeology: Phenomena, Abstraction, Representation.” Journal of Archaeological Method and Theory 22:1 (2015): 1–32.
  5. Graham, Shawn. “Networks, Agent-Based Models and the Antonine Itineraries: Implications for Roman Archaeology.”Journal of Mediterranean Archaeology 19:1 (2006): 45.
  6. Graham, Shawn. “The Space Between: The Geography of Social Networks in the Tiber Valley.” In In Coarelli, F. and Patterson, H. (eds) Mercator Placidissimus: The Tiber Valley in Antiquity. New Research in the Upper and Middle River Valley (Rome: Edizione Qvaser, 2009): 671-686.
  7. Graham, Shawn. “Behaviour Space: Simulating Roman Social Life and Civil Violence.” Digital Studies / Le Champ Numérique 1:2 (2009).
  8. Graham, Shawn. “On Connecting Stamps-Network Analysis and Epigraphy.” Nouvelles de L’archéologie 135 (2014): 39–44.
  9. Graham, Shawn, and Giovanni Ruffini. 2015. “Network Analysis and Greco-Roman Prosopography.” In Prosopography Approaches and Applications: A Handbook, edited by K.S.B Keats-Rohan. Oxford: Oxford University Press, 2007.
  10. Graham, Shawn, Scott Weingart, and Ian Milligan. “Getting Started with Topic Modeling and MALLET.” In The Programming Historian, 2 (2012).
  11. Paranyushkin, Dmitry. “Identifying the Pathways for Meaning Circulation Using Text Network Analysis.” Nodus Labs (2011): 1–26.
Subjects: Digital Humanities