(all)
Global Humanities | History of Humanities | Liberal Arts | Humanities and Higher Education | Humanities as Research Activity | Humanities Teaching & Curricula | Humanities and the Sciences | Medical Humanities | Public Humanities | Humanities Advocacy | Humanities and Social Groups | Value of Humanities | Humanities and Economic Value | Humanities Funding | Humanities Statistics | Humanities Surveys | "Crisis" of the Humanities
Humanities Organizations: Humanities Councils (U.S.) | Government Agencies | Foundations | Scholarly Associations
Humanities in: Africa | Asia (East) | Asia (South) | Australasia | Europe | Latin America | Middle East | North America: Canada - Mexico - United States | Scandinavia | United Kingdom
(all)
Lists of News Sources | Databases with News Archives | History of Journalism | Journalism Studies | Journalism Statistics | Journalism Organizations | Student Journalism | Data Journalism | Media Frames (analyzing & changing media narratives using "frame theory") | Media Bias | Fake News | Journalism and Minorities | Journalism and Women | Press Freedom | News & Social Media
(all)
Corpus Representativeness
Comparison paradigms for idea of a corpus: Archives as Paradigm | Canons as Paradigm | Editions as Paradigm | Corpus Linguistics as Paradigm
(all)
Artificial Intelligence | Big Data | Data Mining | Data Notebooks (Jupyter Notebooks) | Data Visualization (see also Topic Model Visualizations) | Hierarchical Clustering | Interpretability & Explainability (see also Topic Model Interpretation) | Mapping | Natural Language Processing | Network Analysis | Open Science | Reporting & Documentation Methods | Reproducibility | Sentiment Analysis | Social Media Analysis | Statistical Methods | Text Analysis (see also Topic Modeling) | Text Classification | Wikification | Word Embedding & Vector Semantics
Topic Modeling (all)
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
Searchable version of bibliography on Zotero site
For WE1S developers: Biblio style guide | Biblio collection form (suggest additions) | WE1S Bibliography Ontology Outline
Samberg, Rachael G., and Cody Hennesy. “Law and Literacy in Non-Consumptive Text Mining: Guiding Researchers Through the Landscape of Computational Text Analysis.” In Copyright Conversations: Rights Literacy in a Digital World, edited by Sara R. Benson, 289–315. Atlanta: Association of College and Research Libraries, 2019. https://escholarship.org/uc/item/55j0h74g. Cite
Senseney, Megan, Eleanor Dickson, Beth Namachchivaya, and Bertram Ludäscher. “Data Mining Research with In-Copyright and Use-Limited Text Datasets: Preliminary Findings from a Systematic Literature Review and Stakeholder Interviews.” International Journal of Digital Curation 13, no. 1 (2018): 183–94. https://doi.org/10.2218/ijdc.v13i1.620. Cite
Kamocki, Paweł. “The Argument for ‘Non-Consumptive Use’ in the EU: How Copyright Could Be Redefined to Allow Text and Data Mining.” Intellectual Property Perspectives on the Regulation of New Technologies, 2018, 237–58. https://www.elgaronline.com/view/edcoll/9781786436375/9781786436375.00016.xml. Cite
HathiTrust. “Non-Consumptive Use Policy,” 2017. https://www.hathitrust.org/the-collection/terms-conditions/non-consumptive-use-policy/. Cite
Dickson, Eleanor F., D. Tracy, S. McIntyre, Bobby Glushko, R. McDonald, B. Butler, and J. S. Downie. “Creating a Policy Framework for Analytic Access to In-Copyright Works for Non-Consumptive Research.” In Digital Humanities 2017 Abstracts. Montreal: Alliance of Digital Humanities Organizations, 2017. Cite
Butler, Brandon. “Operationalizing ‘Non-Consumptive’ Fair Use to Revolutionize Humanities Research.” HathiTrust Digital Library, 2017. https://www.hathitrust.org/blogs/perspectives-from-hathitrust/operationalizing-non-consumptive-fair-use-to-revolutionize. Cite
Jett, Jacob, Timothy Cole, Christopher Maden, and J. Downie. “The HathiTrust Research Center Workset Ontology: A Descriptive Framework for Non-Consumptive Research Collections.” Journal of Open Humanities Data 2, no. 0 (2016): e1. https://doi.org/10.5334/johd.3. Cite
Jett, Jacob, Chris Maden, Colleen Fallaw, Megan Senseney, and J. Stephen Downie. “Conceptualizing Worksets for Non-Consumptive Research.” In IConference 2015 Proceedings, 2015. https://www.ideals.illinois.edu/handle/2142/73695. Cite
