• DocumentCode
    2472990
  • Title

    Semantic based model management in decision support system

  • Author

    Zhang, Bo ; Xiang, Yang

  • Author_Institution
    Dept. of Electron. & Inf. Eng., Tongji Univ., Shanghai
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    5782
  • Lastpage
    5787
  • Abstract
    Semantics comprehension is the key for intelligent decision making. Semantic based interaction is the method of model management in decision support system. A semantic driven interaction method is presented for DSS. Two ontologies are defined to provide semantics, according to the characteristics of knowledge of model. Modelpsilas semantics are defined as model description semantics and model action semantics. Models can interact under a three-layer interaction framework. Control mediator in framework can detect potential collisions through a multiple layer recursive matching algorithm. A negotiation algorithm is proposed to make the interaction based on semantics extracted from ontology level and semantic level.
  • Keywords
    negotiation support systems; ontologies (artificial intelligence); collision interaction; control mediator; decision support system; intelligent decision making; model action semantics; model description semantics; model management; negotiation algorithm; ontologies; recursive matching algorithm; semantic based interaction; semantics comprehension; three-layer interaction framework; Application software; Automation; Data mining; Decision making; Decision support systems; Engineering management; Intelligent control; Job shop scheduling; Ontologies; Problem-solving; Collision interaction; Decision support system; Model management; Ontology; Semantics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4592811
  • Filename
    4592811