• DocumentCode
    1595382
  • Title

    An ontology-driven framework for supporting complex decision process

  • Author

    Chai, Junyi ; Liu, James N K

  • Author_Institution
    Dept. of Comput., Hong Kong Polytech. Univ., Kowloon, China
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The study proposes a framework of ONTOlogy-based Group Decision Support System (ONTOGDSS) for decision process which exhibits the complex structure of decision-problem and decision-group. It is capable of reducing the complexity of problem structure and group relations. The system allows decision makers to participate in group decision-making through the web environment, via the ontology relation. It facilitates the management of decision process as a whole, from criteria generation, alternative evaluation, and opinion interaction to decision aggregation. The embedded ontology structure in ONTOGDSS provides the important formal description features to facilitate decision analysis and verification. It examines the software architecture, the selection methods, the decision path, etc. Finally, the ontology application of this system is illustrated with specific real case to demonstrate its potentials towards decision-making development.
  • Keywords
    computational complexity; decision making; group decision support systems; ontologies (artificial intelligence); software architecture; Web environment; complex decision process; complex structure; decision analysis; decision path; embedded ontology structure; formal description; group decision making; group decision support system; ontology driven framework; selection method; software architecture; Decision support systems; Problem-solving; Semantics; GDSS; Ontology; decision process; group decision-making; workshop system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2010
  • Conference_Location
    Kobe
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4244-9673-0
  • Electronic_ISBN
    2154-4824
  • Type

    conf

  • Filename
    5665639