• DocumentCode
    2528567
  • Title

    Enhancing the relevance of Semantic Web information retrieval results using extension theory

  • Author

    Chander, S.N. ; Kumar, V. Satya ; Prasath, P.R.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., SRR Eng. Coll., Chennai, India
  • fYear
    2010
  • fDate
    17-19 Dec. 2010
  • Firstpage
    218
  • Lastpage
    221
  • Abstract
    Traditional Web Service search methodology dependant on keywords is time consuming and inefficient. The search results are often inexact. The substantive reason is that, the description of Web Service lacks semantic information. Search Engines can´t accomplish the communication automatically and intelligently between the services. At the same time, the Semantic Web depends strongly on the schematic ontologies that organize underlying data for the use of comprehensive machine understanding. Hence, the success of the Semantic Web depends heavily on the development of ontologies, which necessitates fast and simple engineering of ontologies and prevention of a knowledge acquisition bottleneck. This paper discourses the issue of prevailing semantic conflicts in Web mining and explains how intelligent agents with the help of ontology can eliminate some kinds of these semantic conflicts as a result of which relevance of retrieved results is improved. The paper proposes to use the different extension methods that can rule out different kinds of semantic conflicts effectively.
  • Keywords
    Web services; information retrieval; ontologies (artificial intelligence); search engines; semantic Web; Web mining; Web service search methodology; extension theory; information retrieval; intelligent agents; knowledge acquisition; ontologies; search engines; semantic Web; semantic information; Computers; Conferences; Information retrieval; Ontologies; Semantic Web; Semantics; Web mining; Extension Theory; Ontology; Ontology Mismatch; Semantic Web; semantic information retrieval;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Trendz in Information Sciences & Computing (TISC), 2010
  • Conference_Location
    Chennai
  • Print_ISBN
    978-1-4244-9007-3
  • Type

    conf

  • DOI
    10.1109/TISC.2010.5714643
  • Filename
    5714643