| 书目名称 | Statistical Semantics | | 副标题 | Methods and Applicat | | 编辑 | Sverker Sikström,Danilo Garcia | | 视频video | | | 概述 | Provides various statistical methods applied on texts in various fields in behavioral science.Offers an introduction to the theory and methods of quantitative semantics.Indispensable book for cognitiv | | 图书封面 |  | | 描述 | This book discusses the application of various statistical methods to texts, rather than numbers, in various fields in behavioral science. It proposes an approach where quantitative methods are applied to data whereas previously such data were analyzed only by qualitative research methods. To emphasize the quantitative aspects of semantics, and the possibilities of conducting scientific interferences, the book introduces the concept of statistical semantics and presents the reader with a subset of techniques found in that domain. More specifically, the book focuses on methods that allow the investigation of semantic relationships between words, based on empirical corpus data. It shows the reader how to apply various statistical methods on texts, for example statistical tests to ascertain whether two sets of text are statistically different, ways to predict variables from text, as well as how to summarize and graphically illustrate texts. Thus, the book presents an accessible hands-on introduction to a selection of techniques, indispensable for cognitive psychologists, linguists, and social psychologists.. | | 出版日期 | Book 2020 | | 关键词 | Quantitative Semantics and Statistical Semantics; Latent Semantic Analysis (LSA); Foundations of Stati | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-37250-7 | | isbn_softcover | 978-3-030-37252-1 | | isbn_ebook | 978-3-030-37250-7 | | copyright | Springer Nature Switzerland AG 2020 |
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发表于 2025-3-21 19:53:19
