• DocumentCode
    3102613
  • Title

    Automatic User Preferences Acquirement in Chinese Commercial Web Sites with NLP and DM Techniques

  • Author

    Shilin Zhang ; Wang, Hui

  • Author_Institution
    Network & Inf. Manage. Center, North China Univ. of Technol., Beijing, China
  • fYear
    2009
  • fDate
    7-9 Dec. 2009
  • Firstpage
    147
  • Lastpage
    151
  • Abstract
    Data mining are an important field of research. However, there is an important challenge to apply the Data mining technique to NLP applications. An integrated data mining system for NLP in Chinese Commercial Web Sites is presented in this paper. It firstly extracted the raw data using NLP technology and then presented the data mining process in detail to acquire the user preferences. More importantly, it puts forward a new enhanced and integrated method to Acquire User Preferences. Data mining applied to NLP provides a scientific basis for E-Commerce and Decision-making systems.
  • Keywords
    Web sites; data mining; natural language processing; Chinese commercial Web sites; DM technique; NLP; automatic user preferences acquirement; data mining; natural language processing; raw data extraction; Application software; Automation; Data mining; Decision making; Delta modulation; HTML; Humans; Information management; Natural languages; Web pages; Ariori; Data Mining; NLP; Recall;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asian Language Processing, 2009. IALP '09. International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-0-7695-3904-1
  • Type

    conf

  • DOI
    10.1109/IALP.2009.38
  • Filename
    5380787