Text mining a guidebook for the social sciences - Ignatow, Gabe; Radev, Dragomir 1968- (Los Angeles SAGE, 2017)
Social science and the digital text revolution -- Research design strategies -- Web crawling and scraping -- Lexical resources -- Basic text processing -- Supervised learning -- Thematic analysis, qualitative data analysis software, and visualization -- Narrative analysis -- Metaphor analysis -- Word and text relatedness -- Text classification -- Information extraction -- Information retrieval -- Sentiment analysis -- Topic models -- Text mining, text analysis, and the future of social science.
Prof. Ma. Theresa Tabada (Recommending faculty) - Bookfair2017
Includes bibliographical references (pages 168-182) and index.
Keywords: Social sciences -- Research -- Methodology; Discourse analysis -- Data processing; Communication -- Network analsysis; Natural language processing (Computer science); Data mining