International Journal of Fuzzy Logic and Intelligent Systems

Korean Institute of Intelligent Systems (한국지능시스템학회)
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A New Approach of Domain Dictionary Generation

  • Xi, Su Mei (College of Information Technology, The University of Suwon) ;
  • Cho, Young-Im (College of Information Technology, The University of Suwon) ;
  • Gao, Qian (College of Information Technology, The University of Suwon)
  • Received : 2012.01.11
  • Accepted : 2012.03.14
  • Published : 2012.03.25
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Abstract

A Domain Dictionary generation algorithm based on pseudo feedback model is presented in this paper. This algorithm can increase the precision of domain dictionary generation algorithm. The generation of Domain Dictionary is regarded as a domain term retrieval process: Assume that top N strings in the original retrieval result set are relevant to C, append these strings into the dictionary, retrieval again. Iterate the process until a predefined number of domain terms have been generated. Experiments upon corpus show that the precision of pseudo feedback model based algorithm is much higher than existing algorithms.

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References

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