Bibliography – Topic Modeling in Digital Humanities

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

Lee, Ashley S., Poom Chiarawongse, Jo Guldi, and Andras Zsom. “The Role of Critical Thinking in Humanities Infrastructure: The Pipeline Concept with a Study of HaToRI (Hansard Topic Relevance Identifier).” Digital Humanities Quarterly 14, no. 3 (2020). Cite
Klein, Lauren F. “Dimensions of Scale: Invisible Labor, Editorial Work, and the Future of Quantitative Literary Studies.” PMLA 135, no. 1 (2020): 23–39. Cite
Lee, James Jaehoon, and Joshua Beckelhimer. “Anthropocene and Empire: Discourse Networks of the Human Record.” PMLA/Publications of the Modern Language Association of America 135, no. 1 (2020): 110–29. Cite
Liu, Alan, Scott Kleinman, Jeremy Douglass, Lindsay Thomas, Ashley Champagne, and Jamal Russell. “Open, Shareable, Reproducible Workflows for the Digital Humanities: The Case of the 4Humanities.Org ‘WhatEvery1Says’ Project.” In Digital Humanities 2017 Conference Abstracts. Montreal: Alliance of Digital Humanities Organizations (ADHO), 2017. Cite
Risam, Roopika. “South Asian Digital Humanities: An Overview.” South Asian Review 36, no. 3 (2015): 161–75. Cite
Goldstone, Andrew, Susan Galan, C. Laura Lovin, Andrew Mazzaschi, and Lindsey Whitmore. An Interactive Topic Model of Signs. Signs at 40., 2014. Cite
Goldstone, Andrew, and Ted Underwood. “The Quiet Transformations of Literary Studies: What Thirteen Thousand Scholars Could Tell Us.” New Literary History 45, no. 3 (2014): 359–84. Cite
Jockers, Matthew Lee. Macroanalysis: Digital Methods and Literary History. Topics in the Digital Humanities. Urbana: University of Illinois Press, 2013. Cite
Schmidt, Benjamin M. “Words Alone: Dismantling Topic Models in the Humanities.” Journal of Digital Humanities, 2013. Cite
Tangherlini, Timothy R., and Peter Leonard. “Trawling in the Sea of the Great Unread: Sub-Corpus Topic Modeling and Humanities Research.” Poetics, Topic Models and the Cultural Sciences, 41, no. 6 (2013): 725–49. Cite
Graham, Shawn, Scott Weingart, and Ian Milligan. “Getting Started with Topic Modeling and MALLET.” Programming Historian, 2012. Cite
Schmidt, Benjamin M. “When You Have a MALLET, Everything Looks like a Nail.” Sapping Attention (blog), 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