Towards High-Precision Service Retrieval
Abraham BernsteinNew York University44 West 4th Street, Suite 9-76New York, NY 10012, U. S. A.http://www.stern.nyu.edu/~abernste/
MIT - CCS
77 Massachusetts Ave, Room NE20-336
Cambridge, MA 02139, U. S. A.
The ability to rapidly locate useful on-line services (e.g. software applications, software components, process models, or service organizations), as opposed to simply useful documents, is becoming increasingly critical in many domains. Current service retrieval technology is, however, notoriously prone to low precision. This paper describes a novel service retrieval approached based on the sophisticated use of process ontologies. Our preliminary evaluations suggest that this approach offers qualitatively higher retrieval precision than existing (keyword and table-based) approaches without sacrificing recall and computational tractability/scalability.
Research Paper at International Semantic Web Conference (ISWC) 2002, June 9-12th, 2002 Sardinia, Italia