Bibliography – Social Media Analysis

Sorted by: Author | Title | Date (with abstracts) | Recently Added

(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)

Algorithms & Application Software | Applied Examples | Topic Model Interpretation (see also Interpretation & Interpretability) | Introductions & Tutorials | Labeling | Longitudinal over Time | Multilingual | Optimization | Topic Modeling & Sentiment Analysis | Topic Clusters | Visualizations

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

(all) Grounded Theory | Human Subjects Research

(all) | Publications | Talks | Research Blog Posts (selected)

Searchable version of bibliography on Zotero site For WE1S developers: Biblio style guide | Biblio collection form (suggest additions) | WE1S Bibliography Ontology Outline

WE1S is an initiative of 4Humanities.org.