Online communities generate massive volumes of natural language data and the social sciences continue to learn how to best make use of this new information and the technology available for analyzing it. Text Mining brings together a broad range of contemporary qualitative and quantitative methods to provide strategic and practical guidance on analyzing large text collections. This accessible book, written by a sociologist and a computer scientist, surveys the fast-changing landscape of data sources, programming languages, software packages, and methods of analysis available today. Suitable for novice and experienced researchers alike, the book will help readers use text mining techniques more efficiently and productively. See more
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Product Details
Weight: 400g
Dimensions: 187 x 231mm
Publication Date: 13 Jul 2016
Publisher: SAGE Publications Inc
Publication City/Country: United States
Language: English
ISBN13: 9781483369341
About Gabe IgnatowRada F. Mihalcea
Gabe Ignatow is Professor of Sociology and Director of Graduate Studies at the University of North Texas. His research interests are mainly in the areas of sociological theory digital research methods cognitive social science and the philosophy of social science. His most recent books are Text Mining and An Introduction to Text Mining both coauthored with Rada Mihalcea (University of Michigan). He is also a coeditor with Wayne Brekhus (University of Missouri) of the Oxford Handbook of Cognitive Sociology. Rada Mihalcea is a professor of computer science and engineering at the University of Michigan. Her research interests are in computational linguistics with a focus on lexical semantics multilingual natural language processing and computational social sciences. She serves or has served on the editorial boards of the following journals: Computational Linguistics Language Resources and Evaluation Natural Language Engineering Research on Language and Computation IEEE Transactions on Affective Computing and Transactions of the Association for Computational Linguistics. She was a general chair for the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2015) and a program cochair for the Conference of the Association for Computational Linguistics (2011) and the Conference on Empirical Methods in Natural Language Processing (2009). She is the recipient of a National Science Foundation CAREER award (2008) and a Presidential Early Career Award for Scientists and Engineers (2009). In 2013 she was made an honorary citizen of her hometown of Cluj-Napoca Romania.