Survey of Text Mining

Survey of Text Mining pdf epub mobi txt 電子書 下載2025

出版者:Springer
作者:Berry, Michael J. 編
出品人:
頁數:268
译者:
出版時間:2003-09-09
價格:USD 109.00
裝幀:Hardcover
isbn號碼:9780387955636
叢書系列:
圖書標籤:
  • text 
  • mining 
  •  
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Extracting content from text continues to be an important research problem for information processing and management. Approaches to capture the semantics of text-based document collections may be based on Bayesian models, probability theory, vector space models, statistical models, or even graph theory. As the volume of digitized textual media continues to grow, so does the need for designing robust, scalable indexing and search strategies (software) to meet a variety of user needs. Knowledge extraction or creation from text requires systematic yet reliable processing that can be codified and adapted for changing needs and environments. This book will draw upon experts in both academia and industry to recommend practical approaches to the purification, indexing, and mining of textual information. It will address document identification, clustering and categorizing documents, cleaning text, and visualizing semantic models of text.

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