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Text mining : a guidebook for the social sciences / Gabe Ignatow, University of North Texas ; Rada Mihalcea, University of Michigan.

By: Ignatow, Gabe, author.
Contributor(s): Radev, Dragomir,, 1968- author.
Call number: H61.3 I395 2017 Material type: TextTextPublisher: Los Angeles : SAGE, [2017]Description: xvi, 188 pages : illustrations ; 23 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9781483369341 (pbk. : alk. paper)Subject(s): Social sciences -- Research -- Methodology | Discourse analysis -- Data processing | Communication -- Network analsysis | Natural language processing (Computer science) | Data miningDDC classification: 300.72/1
Contents:
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.
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Item type Location Location Call number Copy number Barcode Status Date due
10000 General Book General Book ODI General Collection
ODI General Collection H61.3 I395 2017 (Browse shelf) 1 1000514767 Available

Includes bibliographical references (pages 168-182) and index.

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.

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