• DocumentCode
    2547565
  • Title

    ELITE — A novel ranking algorithm for social networking sites

  • Author

    Lee, Khuan Yew ; Hong, Jer Lang

  • Author_Institution
    Sch. of Comput. & IT, Taylor´´s Univ., Subang Jaya, Malaysia
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    1009
  • Lastpage
    1013
  • Abstract
    Social networks need to manage and control the drift of insane amount of information by filtering and ranking everything in order to ensure they are right there for users´ viewing pleasure. However, the realization of social networks ranking is currently dictated by fairly straightforward optimization algorithms. Hence, there is a need for a newly enhanced and improved ranking algorithm to be formulated since users have been occasionally seeing what they should not. A composition of a generic score and a collective score that would equate to a whopping new-fangled algorithm called E.L.I.T.E. which comprises of five essential elements - Engagement-U, Lifetime, Impression, Timeframe and Engagement-O in ensuring a more accurate result for users to see more of what they care about, less of what they do not and more of who they are interested in, less of who they are not.
  • Keywords
    information filtering; social networking (online); ELITE; Engagement-O elements; Engagement-U elements; collective score; drift control; drift management; generic score; impression elements; information filtering; lifetime elements; ranking algorithm; social networking sites; social networks ranking; straightforward optimization algorithms; timeframe elements; whopping new-fangled algorithm; Data mining; Facebook; Feeds; Time measurement; Videos; Weight measurement; Search Ranking; Social Network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    978-1-4673-0025-4
  • Type

    conf

  • DOI
    10.1109/FSKD.2012.6234069
  • Filename
    6234069