• DocumentCode
    545563
  • Title

    Cloud-based platform for personalization in a wellness management ecosystem: Why, what, and how

  • Author

    Hsueh, Pei-Yun S. ; Lin, Raymund J R ; Hsiao, Mark J H ; Zeng, Liangzhao ; Ramakrishnan, Sreeram ; Chang, Henry

  • Author_Institution
    IBM T.J. Watson Res. Center, Hawthorne, NY, USA
  • fYear
    2010
  • fDate
    9-12 Oct. 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Offering personalized services through dynamically formed ecosystems is essential to personal wellness management. In this paper, we present the design of a cloud-enabled platform to facilitate the collection and delivery of evidence for personalization in a multi-provider ecosystem environment. In addition, the platform also provides essential building blocks of personalization services: smarter analytics for active personalization and dynamic provisioning. While the former common service takes charge of inferring user wellness risks from multiple data sources on the fly and making risk-driven recommendations, the latter common service determines optimal platform pricing and resource allocation given the constraint of acceptable quality of service.
  • Keywords
    cloud computing; health care; active personalization; cloud-based platform; computer-tailored lifestyle intervention; dynamic provisioning; multiprovider ecosystem environment; optimal platform pricing; personal wellness management; resource allocation; wellness management ecosystem; Ecosystems; Information filters; Medical services; Mobile communication; Pricing; Standardization; Welding; active learning; cloud computing; computer-tailored lifestyle intervention; dynamic pricing; feature selection; personalization; sample selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2010 6th International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-963-9995-24-6
  • Type

    conf

  • Filename
    5767045