• DocumentCode
    3318420
  • Title

    A new weighted text filtering method

  • Author

    Li, Dun ; Cao, Yuanda ; Wu, Suyan

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Beijing Inst. of Technol., China
  • fYear
    2005
  • fDate
    30 Oct.-1 Nov. 2005
  • Firstpage
    695
  • Lastpage
    698
  • Abstract
    In order to describe the user´s profile exactly and provide what they need in information filtering, a new method to weight the user´s characterized demand and filter for him is put forward. In the paper, at first we define the terms´ weight of the user´s profile according to the order of the proposed sequence, then calculate the similarity between the user´s profile and the documents using the semantic dictionaries of Synonym Dictionary and HowNet, and at last submit the results to the user sorted in descending order of the similarity. The experiments show that it can improve the precision of information filtering.
  • Keywords
    dictionaries; information filtering; text analysis; HowNet; Synonym Dictionary; information filtering; semantic dictionaries; user profile; weighted text filtering method; Animation; Communications technology; Computer science; Computer science education; Dictionaries; Educational technology; Information filtering; Information filters; Information processing; Modems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Language Processing and Knowledge Engineering, 2005. IEEE NLP-KE '05. Proceedings of 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-9361-9
  • Type

    conf

  • DOI
    10.1109/NLPKE.2005.1598825
  • Filename
    1598825