• DocumentCode
    1959304
  • Title

    Personal Health Record feeding via Medical Forums

  • Author

    Carchiolo, Vincenza ; Longheu, Alessandro ; Malgeri, Michele

  • Author_Institution
    Dipt. di Ing. Elettr., Elettron. ed Inf. (DIEEI), Univ. of Catania, Catania, Italy
  • fYear
    2015
  • fDate
    6-8 May 2015
  • Firstpage
    632
  • Lastpage
    636
  • Abstract
    The huge amount of textual data uploaded in virtual social networks can be effectively exploited to provide (possibly accidental) information in many scenarios. In healthcare discussion forums, users interact to educate themselves about treatments, symptoms, diseases, therapies, usually providing personal health-related information when posting questions or answers. Medical Forum data can be used for feeding Personal Health Record (PHR), the part of EHR where the person can directly manage his personal medical-related information. In this work, we propose an agent-based architecture to first extract textual data from html pages in a set of medical oriented Italian social forum. Then, text mining techniques allow to discover health related information coming from the same user in different threads and/or different forums, finally feeding the PHR with such information. The architecture is presented together with a first implementation where 10 medical discussion forums are analyzed, showing promising results when extracting medical information from a subset of 3 over 10 forums.
  • Keywords
    data mining; diseases; medical information systems; multi-agent systems; patient diagnosis; patient treatment; social networking (online); text analysis; EHR; PHR; agent-based architecture; diseases; healthcare discussion forums; html pages; medical discussion forums; medical forums; medical oriented italian social forum; personal health record feeding; personal health-related information; personal medical-related information; text mining techniques; textual data; therapies; virtual social networks; Collaboration; Correlation; Diseases; Standards;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Supported Cooperative Work in Design (CSCWD), 2015 IEEE 19th International Conference on
  • Conference_Location
    Calabria
  • Print_ISBN
    978-1-4799-2001-3
  • Type

    conf

  • DOI
    10.1109/CSCWD.2015.7231031
  • Filename
    7231031