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Text Data Mining - (BookRAR)

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name:Text Data Mining - (BookRAR)
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Description

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.

Book Details

   Language: English
   Published: 2020
   ISBN: 9811600996
   Format: PDF, EPUB
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类别:Books
语言:English  English
总大小:28.21 MB
哈希信息:F70A079CAF1EAC1DD7A2E3B83CCA27CC6037B674
增加:bookrar Verified UploaderBook Worm
加入的日期:2021-05-25 19:14:40
洪流地位:Torrent Verified


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