DocumentCode :
2347419
Title :
Conceptual decision model
Author :
Sirola, Miki
Author_Institution :
Lab. of Comput. & Inf. Sci., Helsinki Univ. of Technol., Espoo
fYear :
2003
fDate :
8-10 Sept. 2003
Firstpage :
69
Lastpage :
72
Abstract :
Decision making is mostly based on decision concepts and decision models built in decision support systems. Type of decision problem determines application. We present a conceptual decision model that utilises rule-based methodologies, numerical algorithms and procedures, statistical methodologies including distributions, and visual support. Selection of used decision concepts is based on case-based needs. Fine tuning of the model is done during construction of the computer application and analysis of the case examples. A kind of decision table is built including prefiltered decision options and carefully chosen decision attributes. Each attribute is weighted, decision table values are given, and finally total score is calculated. This is done with a many-step procedure including various elements. The computer application is built on G2 platform. The case example choice of career is analysed in detail. The developed prototype should be considered mostly as an advisory tool in decision making. More important than the numerical result of the analysis is to learn about the decision problem. Evaluation expertise is needed in the development process. The model constructed is a kind of completed multicriteria decision analysis concept. It is also an example of using a theoretical methodology in solving a practical problem
Keywords :
decision making; decision support systems; expert system shells; statistical distributions; G2 expert system shell; decision making concept; decision support system; multicriteria decision analysis; numerical algorithm; rule based method; statistical method; Application software; Computer applications; Data visualization; Decision making; Decision support systems; Decision trees; Engineering profession; Information science; Laboratories; Statistical analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2003. Proceedings of the Second IEEE International Workshop on
Conference_Location :
Lviv
Print_ISBN :
0-7803-8138-6
Type :
conf
DOI :
10.1109/IDAACS.2003.1249518
Filename :
1249518
Link To Document :
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