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 language | English |
|---|---|
| Pages (from-to) | 102-113 |
| Number of pages | 12 |
| Journal | IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews |
| Volume | 33 |
| Issue number | 1 |
| DOIs | |
| State | Published - Feb 1 2003 |
| Externally published | Yes |
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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
Cite this
Toward a decision informatics paradigm : A real-time, information-based approach to decision making. / Tien, James M.
In: IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, Vol. 33, No. 1, 01.02.2003, p. 102-113.Research output: Contribution to journal › Article
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TY - JOUR
T1 - Toward a decision informatics paradigm
T2 - A real-time, information-based approach to decision making
AU - Tien, James M.
PY - 2003/2/1
Y1 - 2003/2/1
N2 - 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.
AB - 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.
KW - Data analysis
KW - Data fusion
KW - Decision making
KW - Mass customization
KW - Quantitative modeling
KW - Systems engineering
UR - http://www.scopus.com/inward/record.url?scp=0037319494&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0037319494&partnerID=8YFLogxK
U2 - 10.1109/TSMCC.2003.809345
DO - 10.1109/TSMCC.2003.809345
M3 - Article
VL - 33
SP - 102
EP - 113
JO - IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews
JF - IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews
SN - 1094-6977
IS - 1
ER -