The Text Mining Handbook

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出版者:Cambridge University Press
作者:Ronen Feldman
出品人:
页数:410
译者:
出版时间:2006-12
价格:USD 77.00
装帧:Hardcover
isbn号码:9780521836579
丛书系列:
图书标签:
  • 数据挖掘 
  • 文本挖掘 
  • text 
  • mining 
  • 机器学习 
  • 计算机 
  • web 
  • IR 
  •  
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Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection - a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of text mining - also provides new tools for people to better leverage their burgeoning textual data resources. The Text Mining Handbook presents a comprehensive discussion of the state-of-the-art in text mining and link detection. In addition to providing an in-depth examination of core text mining and link detection algorithms and operations, the book examines advanced pre-processing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection in such varied fields as M&A business intelligence, genomics research and counter-terrorism activities.

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