Toward a decision informatics paradigm: A real-time, information-based approach to decision making

Research output: Contribution to journalArticle

41 Scopus citations

Abstract

The focus of this paper is on decision making; more specifically, on what decision making requirements are needed in the future. We augur for a decision informatics paradigm; it is a real-time, Information-based approach to decision making. The paradigm is supported by two sets of technologies (i.e., information and decision technologies) and underpinned by three disciplines (i.e., data fusion/analysis, decision modeling, and systems engineering). We begin by considering the context - and needs - for decision making as the economies of the world change and evolve, especially in regard to emerging services; then our proposed decision informatics paradigm is detailed and illustrated, together with an in-depth review of a critical, underpinning research area (dealing with real-time fusion and analysis of multiple nonhomogeneous data sources), followed by several concluding remarks.

Original languageEnglish (US)
Pages (from-to)102-113
Number of pages12
JournalIEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews
Volume33
Issue number1
DOIs
StatePublished - Feb 1 2003
Externally publishedYes

Keywords

  • Data analysis
  • Data fusion
  • Decision making
  • Mass customization
  • Quantitative modeling
  • Systems engineering

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computational Theory and Mathematics
  • Computer Science Applications
  • Human-Computer Interaction
  • Control and Systems Engineering

Fingerprint Dive into the research topics of 'Toward a decision informatics paradigm: A real-time, information-based approach to decision making'. Together they form a unique fingerprint.

  • Cite this