• DocumentCode
    3166956
  • Title

    Mechanism Design for Clustering Aggregation by Selfish Systems

  • Author

    Winoto, Pinata ; Cheung, Yiu-Ming ; Liu, Jiming

  • Author_Institution
    Hong Kong Baptist Univ., Hong Kong
  • fYear
    2007
  • fDate
    28-31 Oct. 2007
  • Firstpage
    703
  • Lastpage
    708
  • Abstract
    We propose a market mechanism that can be implemented on clustering aggregation problem among selfish systems, which tend to lie about their correct clustering during aggregation process. Our study is the preliminary step toward the development of robust distributed data mining among selfish systems.
  • Keywords
    banking; data mining; game theory; marketing data processing; market mechanism design; robust distributed data mining; selfish system clustering aggregation; Aggregates; Clustering algorithms; Computer science; Couplings; Data mining; Game theory; Multiagent systems; Privacy; Protection; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining, 2007. ICDM 2007. Seventh IEEE International Conference on
  • Conference_Location
    Omaha, NE
  • ISSN
    1550-4786
  • Print_ISBN
    978-0-7695-3018-5
  • Type

    conf

  • DOI
    10.1109/ICDM.2007.80
  • Filename
    4470314
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3166956