• DocumentCode
    2351070
  • Title

    Cross-Media Data Mining Using Associated Keyword Space

  • Author

    Wagatsuma, Takashi ; Yaguchi, Yuichi ; Oka, Ryuichi

  • Author_Institution
    Univ. of Aizu, Aizu-Wakamatsu, Japan
  • Volume
    2
  • fYear
    2009
  • fDate
    11-14 Oct. 2009
  • Firstpage
    289
  • Lastpage
    294
  • Abstract
    This paper proposes a method to analyze and determine the unified similarity of various data, such as movies, images, sound, and text. Items from these sources of data have various relative-similarity properties, which are specified by quantitative methods, and these similarities can be represented by physical distances in a multidimensional scaling space. In this study, we introduce an example of a 3-D multimedia space using the Associated Keyword Space (ASKS) and demonstrate similarity relationships between various sources of data in this space.
  • Keywords
    Internet; data mining; multimedia systems; 3-D multimedia space; IEEE Web data mining; associated keyword space; cross-media data mining; multidimensional scaling space; quantitative methods; relative-similarity properties; Amplitude shift keying; Clustering algorithms; Data mining; Information analysis; Information technology; Internet; Motion pictures; Multidimensional systems; Web mining; Web pages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology, 2009. CIT '09. Ninth IEEE International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-0-7695-3836-5
  • Type

    conf

  • DOI
    10.1109/CIT.2009.41
  • Filename
    5329086