Survey of Text Mining II

Survey of Text Mining II pdf epub mobi txt 电子书 下载 2025

出版者:Springer
作者:Michael W. Berry
出品人:
页数:240
译者:
出版时间:2007-12-17
价格:USD 79.95
装帧:Hardcover
isbn号码:9781848000452
丛书系列:
图书标签:
  • 计算机科学 
  • 文本挖掘 
  • 数据挖掘 
  • of 
  • Text 
  • Survey 
  • Springer 
  • Mining 
  •  
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The proliferation of digital computing devices and their use in communication has resulted in an increased demand for systems and algorithms capable of mining textual data. Thus, the development of techniques for mining unstructured, semi-structured, and fully-structured textual data has become increasingly important in both academia and industry.

This second volume continues to survey the evolving field of text mining - the application of techniques of machine learning, in conjunction with natural language processing, information extraction and algebraic/mathematical approaches, to computational information retrieval. Numerous diverse issues are addressed, ranging from the development of new learning approaches to novel document clustering algorithms, collectively spanning several major topic areas in text mining.

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