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  • © 2019

Text Mining

Concepts, Implementation, and Big Data Challenge

Authors:

  • Presents techniques of preprocessing texts into structured forms
  • Outlines concepts of text categorization and clustering, their algorithms, and implementation guides
  • Includes advanced topics such as text summarization, text segmentation, topic mapping, and automatic text management

Part of the book series: Studies in Big Data (SBD, volume 45)

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eBook USD 139.00
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Table of contents (16 chapters)

  1. Front Matter

    Pages i-xiii
  2. Part I

    1. Front Matter

      Pages 1-2
    2. Introduction

      • Taeho Jo
      Pages 3-17
    3. Text Indexing

      • Taeho Jo
      Pages 19-40
    4. Text Encoding

      • Taeho Jo
      Pages 41-58
    5. Text Association

      • Taeho Jo
      Pages 59-75
  3. Part II

    1. Front Matter

      Pages 77-78
    2. Text Categorization: Approaches

      • Taeho Jo
      Pages 101-127
    3. Text Categorization: Implementation

      • Taeho Jo
      Pages 129-156
    4. Text Categorization: Evaluation

      • Taeho Jo
      Pages 157-179
  4. Part III

    1. Front Matter

      Pages 181-181
    2. Text Clustering: Conceptual View

      • Taeho Jo
      Pages 183-201
    3. Text Clustering: Approaches

      • Taeho Jo
      Pages 203-224
    4. Text Clustering: Implementation

      • Taeho Jo
      Pages 225-247
    5. Text Clustering: Evaluation

      • Taeho Jo
      Pages 249-268
  5. Part IV

    1. Front Matter

      Pages 269-270
    2. Text Summarization

      • Taeho Jo
      Pages 271-294
    3. Text Segmentation

      • Taeho Jo
      Pages 295-317
    4. Taxonomy Generation

      • Taeho Jo
      Pages 319-340

About this book

This book discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mining systems in Java, as well as concepts and approaches. The book starts by providing detailed text preprocessing techniques and then goes on to provide concepts, the techniques, the implementation, and the evaluation of text categorization. It then goes into more advanced topics including text summarization, text segmentation, topic mapping, and automatic text management.

Authors and Affiliations

  • School of Game, Hongik University, Seoul, Korea (Republic of)

    Taeho Jo

About the author

Dr. Taeho Jo works as a faculty member for school of game in Hongik University, South Korea. He received his PhD from University of Ottawa in 2006. His research spans text mining, neural networks, machine learning, and information retrieval. He has four years’ experience working for industrial organizations and ten years’ experience working for in academia. He has published almost 150 research papers, and he was awarded two times in the world wide biography dictionary, “Marquis Who’s Who in the World”.

Bibliographic Information

Buy it now

Buying options

eBook USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access