• DocumentCode
    1401234
  • Title

    The role of artificial intelligence in understanding the strategic decision-making process

  • Author

    Spangler, William E.

  • Author_Institution
    Joseph M. Katz Graduate Sch. of Bus., Pittsburgh Univ., PA, USA
  • Volume
    3
  • Issue
    2
  • fYear
    1991
  • fDate
    6/1/1991 12:00:00 AM
  • Firstpage
    149
  • Lastpage
    159
  • Abstract
    A survey is given which focuses on research issues involving strategic planning and artificial intelligence (AI), including the nature of the formulation task, cognitive studies of strategic planners and computer-based support for strategic planning. The author reviews the research to date, and argues that, like traditional decision support systems (DSS) research, much of the potential for future research in this area lies in modeling the ill-structured, early stages of the strategic decision making process namely, the strategic intelligence analysis and the issue diagnosis. Therefore, he discusses a specific model-based approach to the study of these early stages. Research in artificial intelligence-including investigations into diagnosis and situation assessment, analogical reasoning, plan recognition, nonmonotonic reasoning and distributed intelligence, among others-can be used to build models of strategic decision making that help researchers in better understanding this traditionally unstructured activity
  • Keywords
    decision support systems; decision theory; inference mechanisms; knowledge based systems; analogical reasoning; artificial intelligence; cognitive studies; computer-based support; decision support systems; distributed intelligence; formulation task; future research; issue diagnosis; model-based approach; nonmonotonic reasoning; plan recognition; research issues; situation assessment; strategic decision making process; strategic intelligence analysis; strategic planners; strategic planning; Artificial intelligence; Decision making; Decision support systems; Diagnostic expert systems; Engineering management; Finance; Financial management; Intelligent systems; Medical diagnostic imaging; Strategic planning;
  • fLanguage
    English
  • Journal_Title
    Knowledge and Data Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1041-4347
  • Type

    jour

  • DOI
    10.1109/69.87995
  • Filename
    87995