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
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;
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
DOI :
10.1109/ICDE.2008.4497615