• DocumentCode
    1345672
  • Title

    Exploiting Social Networks for Large-Scale Human Behavior Modeling

  • Author

    Lane, Nicholas D. ; Xu, Ye ; Lu, Hong ; Campbell, Andrew T. ; Choudhury, Tanzeem ; Eisenman, Shane B.

  • Volume
    10
  • Issue
    4
  • fYear
    2011
  • fDate
    4/1/2011 12:00:00 AM
  • Firstpage
    45
  • Lastpage
    53
  • Abstract
    The Cooperative Communities (CoCo) learning framework leverages everyday social connections between people to personalize classification models. By exploiting social networks, CoCo spreads the burden of providing training data over an entire community.
  • Keywords
    behavioural sciences computing; social networking (online); classification model personalization; cooperative communities learning framework; large-scale human behavior modeling; social connections; social network exploitation; training data; Behavioral science; Communities; Human factors; Learning systems; Social network services; Telecommunication traffic; activity recognition; community-guided learning; mobile sensing; personalization; social networks;
  • fLanguage
    English
  • Journal_Title
    Pervasive Computing, IEEE
  • Publisher
    ieee
  • ISSN
    1536-1268
  • Type

    jour

  • DOI
    10.1109/MPRV.2011.70
  • Filename
    6038719
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1345672