Search:
Service Broker

Towards High-Precision Service Retrieval

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 project investigates 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.

Current Project Participants

Software Demos

A publicly accessible version of a Java-based PQL server is available here.

Relevant Publications

  • Bernstein, Abraham, and Mark Klein. 2002.
    Discovering Services: Towards High Precision Service Retrieval
    Proceedings of the CaiSE workshop on Web Services, e-Business, and the Semantic Web: Foundations, Models, Architecture, Engineering and Applications. Toronto, Canada
    PDF-file (draft version) 
  • Bernstein, Abraham, and Mark Klein. 2002.
    High Precision Service Retrieval
    Proceedings of the First International Semantic Web Conference
    (ISWC’02), Sardinia, Italy
    PDF-file (draft version)
    abstract
    DAML/RDF-description
    (final version is Springer-Verlag, LNCS)
  • Klein, Mark, and Abraham Bernstein. 2001.
    Searching for Services on the Semantic Web Using Process Ontologies
    Proceedings of the International Semantic Web Working Symposium (SWWS'2001), Stanford University, CA
    PDF-file