Title :
Toward a decision informatics paradigm: a real-time, information-based approach to decision making
Author_Institution :
Dept. of Decision Sci. & Eng. Syst., Rensselaer Polytech. Inst., Troy, NY, USA
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.
Keywords :
decision making; decision support systems; systems engineering; data fusion; decision informatics; decision informatics paradigm; decision making; mass customization; quantitative modeling; real-time fusion; systems engineering; Context-aware services; Data analysis; Decision making; Informatics; Information analysis; Mass customization; Muscles; Power generation economics; Productivity; Systems engineering and theory;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/TSMCC.2003.809345