• DocumentCode
    13615
  • Title

    Precise: Privacy-aware recommender based on context information for cloud service environments

  • Author

    Celdran, Alberto ; Perez, Marcela ; Garcia Clemente, Felix ; Martinez Perez, Gregorio

  • Author_Institution
    Dept. of Inf. & Commun. Eng., Univ. of Murcia, Murcia, Spain
  • Volume
    52
  • Issue
    8
  • fYear
    2014
  • fDate
    Aug. 2014
  • Firstpage
    90
  • Lastpage
    96
  • Abstract
    Context-aware systems based on location open up new possibilities to users in terms of acquiring custom services by gathering context information, especially in systems where the high mobility of users increases their usability. In this context, this article presents a privacy-preserving solution offering context-aware services based on location in MCC. We propose a middleware, called PRECISE, which provides users with custom context-aware recommendations. These recommendations are given by considering the context information, and the users´ locations, privacy policies, and previously visited places. MCC plays a key role in this solution, moving the data processing and storage needs to the cloud, as well as further advantages such as elasticity and load balancing. A thorough discussion when comparing PRECISE with other related works confirms that our solution improves the most relevant proposals so far.
  • Keywords
    cloud computing; data privacy; middleware; mobile computing; recommender systems; PRECISE middleware; cloud service environments; context information; context-aware systems; data processing; elasticity; load balancing; mobile cloud computing; privacy policies; privacy-aware recommender; privacy-preserving solution; storage needs; user locations; Cloud computing; Computer architecture; Context-aware services; Middleware; Motion pictures; Privacy;
  • fLanguage
    English
  • Journal_Title
    Communications Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    0163-6804
  • Type

    jour

  • DOI
    10.1109/MCOM.2014.6871675
  • Filename
    6871675