• DocumentCode
    3221733
  • Title

    A Graphic Reputation Analysis System for Mining Japanese Weblog Based on both Unstructured and Structured Information

  • Author

    Wang, Guangwei ; Araki, Kenji

  • Author_Institution
    Hokkaido Univ., Sapporo
  • fYear
    2008
  • fDate
    25-28 March 2008
  • Firstpage
    1240
  • Lastpage
    1245
  • Abstract
    In today´s rapidly expanding information environment, an immediate need exists for better tools to help a user dynamically navigate large result lists and search structures. However, at present a lot of research is focused only on the information analysis step, and is not continued on to the step that makes the analysis results visible, especially for Asian languages. In contrast, we propose a novel graphic reputation analysis system for Japanese. It not only integrates the analysis of unstructured opinion information and structured review rating data, but also presents the information using a simple and flexible GUI with visual mining graphs. The proposed system can help inexperienced users, who want to look over opinions on the Web before purchasing something, to make a quick decision. It also gives useful hints for other Asian languages. In this paper, we describe the detailed algorithms of the system, and show the performance through experiments.
  • Keywords
    Internet; data mining; graphical user interfaces; information analysis; natural language processing; Asian languages; GUI; Japanese Weblog mining; graphic reputation analysis system; information analysis; information environment; unstructured information; visual mining graphs; Data mining; Dictionaries; Electronic equipment testing; Graphical user interfaces; Graphics; Humans; Information analysis; Information science; Navigation; System testing; information retrieval; information visualization; opinion mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on
  • Conference_Location
    Okinawa
  • Print_ISBN
    978-0-7695-3096-3
  • Type

    conf

  • DOI
    10.1109/WAINA.2008.75
  • Filename
    4483089