Bibliography – Topic Model (Introductions and Tutorials)

Selected DH research and resources bearing on, or utilized by, the WE1S project.
(all) Distant Reading | Cultural Analytics | | Sociocultural Approaches | Topic Modeling in DH | Non-consumptive Use

Pardo-Guerra, Juan Pablo. “Doing Things with Bags-of-Words.” Scatterplot (blog), 2020. Cite
Bail, Christopher A. Topic Modeling, 2018. Cite
Soltoff, Benjamin. Text Analysis: Topic Modeling, 2016. Cite
Roland, Teddy. “Topic Modeling: What Humanists Actually Do With It.” A Guest Post by Teddy Roland, University of California, Berkeley \textbar Digital Humanities, 2014. Cite
Mohr, John W., and Petko Bogdanov. “Introduction—Topic Models: What They Are and Why They Matter.” Poetics, Topic Models and the Cultural Sciences, 41, no. 6 (2013): 545–69. Cite
Blei, David M. “Probabilistic Topic Models.” Communications of the ACM 55, no. 4 (2012): 77–84. Cite
Graham, Shawn, Scott Weingart, and Ian Milligan. “Getting Started with Topic Modeling and MALLET.” Programming Historian, 2012. Cite
Underwood, Ted. “Topic Modeling Made Just Simple Enough.” The Stone and the Shell (blog), 2012. Cite
Underwood, Ted. “What Kinds of ‘Topics’ Does Topic Modeling Actually Produce?” The Stone and the Shell (blog), 2012. Cite
Chen, Edwin. Introduction to Latent Dirichlet Allocation, 2011. Cite