Latent Dirichlet Allocation
Topic Modeling
- “Mapping Language,” Mapping Texts, Stanford University and the University
of North Texas, 2011
- Andrew Goldstone and Ted Underwood, “Quiet Transformations: A Topic Model of Literary Studies Journals”
- Matthew Jockers, “‘Secret’ Recipe for Topic Modeling Themes,” April 12, 2013
- Scott Weingart, “Topic Modeling for Humanists: A Guided Tour,” scottbot irregular, July 25, 2012
- Robert K. Nelson, Mining the Dispatch
- Clay Templeton, “Topic Modeling in the Humanities: An Overview,” MITH, August 1, 2011
- David Blei, “Probabilistic Topic Models,” Communications of the AMC, April 2012
- David Blei, “Topic Modeling and Digital Humanities,” Journal of Digital Humanities 2 (Winter 2012)
- Elijah Meeks and Scott Weingart, “The Digital Humanities Contribution to Topic Modeling,” Journal of Digital Humanities 2 (Winter 2012)
- Benjamin Schmidt, “Words Alone: Dismantling Topic Models in the Humanities,” Journal of Digital Humanities 2 (Winter 2012)
- Stanford Topic Modeling Tool
- Peter Organisciak, HTRC Book Models, October 2, 2014
Textual Analysis
- Geoffrey Rockwell, “What is Text Analysis, Really?”, Literary and Linguistic Computing 18 (2003)
- Stephen Ramsay, “Algorithmic Criticism,” Companion to Digital Humanities
- Scott Weingart, “The Myth of Text Analytics and Unobtrusive Measurement,” scottbot irregular, May 6, 2012
- Kathryn Schulz, “What is Distant Reading?” New York Times, June 24, 2011
- Joshua Rothman, “An Attempt to Discover the Laws of Literature,” The New Yorker, March 20, 2014