• DocumentCode
    2654295
  • Title

    Evaluation of Similarities of Propagation Forms on Social Network for Extracting Relationships of Information

  • Author

    Takeuchi, Susumu ; Kondoh, Tomohiro ; Akiyoshi, Masanori ; Komoda, Norihisa

  • Author_Institution
    Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita
  • fYear
    2008
  • fDate
    July 28 2008-Aug. 1 2008
  • Firstpage
    341
  • Lastpage
    344
  • Abstract
    Information on the Internet has been increased extremely because of CGM (consumer generated media). However, such information sent by ordinary users is not managed systematically, so utilizing it is difficult especially for the beginners. To solve this issue, by identifying relationships between different information, a system should present related information for the users simultaneously. Although the existing methods such as natural language processing can evaluate the similarities of different texts, latest information or other multimedia contents, e.g., pictures, movies, etc, are difficult to evaluate. Therefore, similarities of propagation forms on a social network are proposed to utilize for extracting relationships of information. A preliminary experiment was carried out for evaluating relationships of similarity and complement can be obtained by the similarities of propagation forms of information. As a result, the messages that have many duplicate links tend to be similar, and the rate of coincidence of the directions is expected to extract complementary relationships of information.
  • Keywords
    Internet; information retrieval; social sciences computing; Internet; consumer generated media; information propagation forms; information relationships extraction; natural language processing; social network; Data mining; Internet; Social network services; CGM; Information Propagation Model; Propagation Form; Relationship of Information;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications and the Internet, 2008. SAINT 2008. International Symposium on
  • Conference_Location
    Turku
  • Print_ISBN
    978-0-7695-3297-4
  • Type

    conf

  • DOI
    10.1109/SAINT.2008.31
  • Filename
    4604606