Text mining with machine learning[electronic resource] :principles and techniques

  • 作者: Žižka, Jan.
  • 其他作者: Dařena, František, , Svoboda, Arnošt,
  • 出版: Boca Raton, FL : CRC Press c2020.
  • 稽核項: 1 online resource.
  • 標題: Computational linguistics. , Machine learning. , Semantics Data processing. , Data processing. , Semantics
  • ISBN: 0429890273 , 9780429890277
  • ISBN: 9781138601826 , 1138601829
  • 試查全文@TNUA:
  • 附註: "A Science Publishers book." Includes bibliographical references and index.
  • 摘要: "This book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By analysing various data sets, conclusions, which are not normally evident, emerge and can be used for various purposes and applications. The book provides explanations of principles of time-proven machine learning algorithms applied in text mining together with step-by-step demonstrations of how to reveal the semantic contents in real-world datasets using the popular R-language with its implemented machine learning algorithms. The book is not only aimed at IT specialists, but is meant for a wider audience that needs to process big sets of text documents and has basic knowledge of the subject, e.g. e-mail service providers, online shoppers, librarians, etc"--
  • 電子資源: https://dbs.tnua.edu.tw/login?url=https://www.taylorfrancis.com/books/9780429469275
  • 系統號: 005325911
  • 資料類型: 電子書
  • 讀者標籤: 需登入
  • 引用網址: 複製連結