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
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