• DocumentCode
    469314
  • Title

    Semantic Web Enabled Resource Scheduler: An Approach Using Temporal Extensions to Ontologies

  • Author

    Marwaha, Sudeep ; Gupta, Mohit ; Bansal, Manisha ; Bedi, Punam

  • Author_Institution
    Univ. of Delhi, Delhi
  • Volume
    2
  • fYear
    2007
  • fDate
    13-15 Dec. 2007
  • Firstpage
    103109
  • Lastpage
    103109
  • Abstract
    The semantic Web and agent technologies have provided new possibilities and challenges to automatic information processing. This paper presents the architecture of semantic Web enabled resource scheduler that uses agent technology and semantic web framework to perform assigned tasks of scheduling with minimal human intervention. Temporal extensions to ontologies are used for capturing change in knowledge and thereby providing information to the scheduler agent for taking the appropriate decision. For retrieving the temporal knowledge new clauses are proposed to enhance SPARQL. A formal approach is presented for using temporal knowledge to empower the system with self learning capability. Academic event scheduler is implemented to validate the architecture of resource scheduler and analyzed results are presented. The presented architecture is scalable, portable, and modular and can be customized for any domain.
  • Keywords
    learning (artificial intelligence); ontologies (artificial intelligence); resource allocation; scheduling; semantic Web; software agents; SPARQL; academic event scheduler; agent technologies; automatic information processing; formal approach; ontologies; resource scheduler architecture; self learning capability; semantic Web; temporal knowledge; Application software; Computational intelligence; Computer architecture; Knowledge representation; OWL; Ontologies; Processor scheduling; Semantic Web; Service oriented architecture; Software agents;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
  • Conference_Location
    Sivakasi, Tamil Nadu
  • Print_ISBN
    0-7695-3050-8
  • Type

    conf

  • DOI
    10.1109/ICCIMA.2007.177
  • Filename
    4426678