Text Data Mining - Softcover

9789811601026: Text Data Mining
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  • PublisherSpringer
  • Publication date2022
  • ISBN 10 981160102X
  • ISBN 13 9789811601026
  • BindingPaperback
  • Edition number1
  • Number of pages372

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Zong, Chengqing; Xia, Rui; Zhang, Jiajun
Published by Springer (2022)
ISBN 10: 981160102X ISBN 13: 9789811601026
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Zong, Chengqing; Xia, Rui; Zhang, Jiajun
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ISBN 10: 981160102X ISBN 13: 9789811601026
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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book discusses various aspects of text data mining. Unlike other books that focus on machine learning or databases, it approaches text data mining from a natural language processing (NLP) perspective.The book offers a detailed introduction to the fundamental theories and methods of text data mining, ranging from pre-processing (for both Chinese and English texts), text representation and feature selection, to text classification and text clustering. It also presents the predominant applications of text data mining, for example, topic modeling, sentiment analysis and opinion mining, topic detection and tracking, information extraction, and automatic text summarization. Bringing all the related concepts and algorithms together, it offers a comprehensive, authoritative and coherent overview.Written by three leading experts, it is valuable both as a textbook and as a reference resource for students, researchers and practitioners interested in text data mining. It can also be used for classes on text data mining or NLP. 376 pp. Englisch. Seller Inventory # 9789811601026

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Zong, Chengqing; Xia, Rui; Zhang, Jiajun
Published by Springer (2022)
ISBN 10: 981160102X ISBN 13: 9789811601026
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Chengqing Zong
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ISBN 10: 981160102X ISBN 13: 9789811601026
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Book Description Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book discusses various aspects of text data mining. Unlike other books that focus on machine learning or databases, it approaches text data mining from a natural language processing (NLP) perspective.The book offers a detailed introduction to the fundamental theories and methods of text data mining, ranging from pre-processing (for both Chinese and English texts), text representation and feature selection, to text classification and text clustering. It also presents the predominant applications of text data mining, for example, topic modeling, sentiment analysis and opinion mining, topic detection and tracking, information extraction, and automatic text summarization. Bringing all the related concepts and algorithms together, it offers a comprehensive, authoritative and coherent overview.Written by three leading experts, it is valuable both as a textbook and as a reference resource for students, researchers and practitioners interested in text data mining. It can also be used for classes on text data mining or NLP. Seller Inventory # 9789811601026

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Book Description Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book discusses various aspects of text data mining. Unlike other books that focus on machine learning or databases, it approaches text data mining from a natural language processing (NLP) perspective.The book offers a detailed introduc. Seller Inventory # 605117081

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Zong, Chengqing, Xia, Rui, Zhang, Jiajun
Published by Springer (2022)
ISBN 10: 981160102X ISBN 13: 9789811601026
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