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Reference Algorithm of Text Categorization Based on Fuzzy Cognitive Maps

  • Zhang Guiyun
  • Liu Yang
  • Zhang Weijuan
  • Wang Yuanyuan
Conference paper
Part of the IFIP International Federation for Information Processing book series (IFIPAICT, volume 228)

Abstract

This paper introduces the reference theory and algorithm of text categorization by using fuzzy cognitive map(FCM), which is based on value inference and can be able to infer by combing rule and statistics. This method is flexible and robust, and we do not need train the corpus time after time, it is suitable to the text categorization of insufficiency training, new subject and multi-classification.

Key words

text categorization fuzzy cognitive map reference algorithm 

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Copyright information

© International Federation for Information Processing 2006

Authors and Affiliations

  • Zhang Guiyun
    • 1
  • Liu Yang
    • 1
  • Zhang Weijuan
    • 1
  • Wang Yuanyuan
    • 1
  1. 1.Computer and Information Engineering CollegeTianjin Normal UniversityTianjin

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