Title :
A real-time, information-based approach to decision making through decision informatics
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 non-homogeneous data sources), followed by several concluding remarks.
Keywords :
data analysis; decision making; decision support systems; real-time systems; systems engineering; data analysis; data fusion; decision informatics paradigm; decision making; decision modeling; decision technologies; information-based approach; mass customization; nonhomogeneous data sources; quantitative modeling; real-time approach; systems engineering; Computer networks; Context-aware services; Data analysis; Data engineering; Decision making; Environmental economics; Informatics; Information analysis; Information technology; Systems engineering and theory;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1244463