• DocumentCode
    473306
  • Title

    Improving Information Access for a Community of Practice Using Business Process as Context

  • Author

    Deng, Yu ; Devarakonda, Murthy ; Rajamani, Nithya ; Zadrozny, Wlodek

  • Author_Institution
    T.J. Watson Res. Center, IBM, Yorktown Heights, NY
  • fYear
    2008
  • fDate
    7-12 April 2008
  • Firstpage
    1537
  • Lastpage
    1539
  • Abstract
    This paper addresses the important problem of finding relevant information in the context of a business process. It presents an information access solution called EIL (enterprise information leverage) which combines information extraction and semantic search to support information needs of professionals selling IT services. EIL leverages structured and unstructured data using novel architecture and special purpose algorithms. Our approach is to organize information around business activities (e.g. a sale), and the system supports semantic concept based information retrieval by utilizing both database query and document search where the relevant business activities act as a contextual constraint. We experimentally show that this approach is promising for reducing noise in search results. EIL is currently under pilot deployment in one of the IBM services sales units.
  • Keywords
    business data processing; information retrieval; business process; database querying; enterprise information leverage; information access solution; information extraction; semantic concept based information retrieval; Collaborative work; Context-aware services; Costs; Data mining; Databases; Information analysis; Information retrieval; Marketing and sales; Noise reduction; Search engines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on
  • Conference_Location
    Cancun
  • Print_ISBN
    978-1-4244-1836-7
  • Electronic_ISBN
    978-1-4244-1837-4
  • Type

    conf

  • DOI
    10.1109/ICDE.2008.4497615
  • Filename
    4497615