Features with fuzzy probability

This paper proposes an expert system description based on a feature diagram tree, annotated with weighted variant features in the software family context. The principle of how some variant features may be described on the basis of fuzzy logic is presented and fuzzy probability of market conditions i...

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Bibliographic Details
Published inProceedings. 11th IEEE International Conference and Workshop on the Engineering of Computer-Based Systems, 2004 pp. 323 - 328
Main Authors Pieczyriski, A., Robak, S., Walaszek-Babiszewska, A.
Format Conference Proceeding
LanguageEnglish
Published Piscataway NJ IEEE 2004
IEEE Computer Society
Subjects
Application software
Applied sciences
Computer science
Computer science; control theory; systems
Control engineering computing
Decision trees
Econometrics
Exact sciences and technology
Expert systems
Fuzzy logic
Home appliances
Mobile handsets
Object oriented modeling
Software
Software engineering
Fuzzy logic
Mobile phone
Domestic appliances
Probabilistic approach
Expert system
Homogeneity
Markets
Decision tree
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Summary:This paper proposes an expert system description based on a feature diagram tree, annotated with weighted variant features in the software family context. The principle of how some variant features may be described on the basis of fuzzy logic is presented and fuzzy probability of market conditions is introduced. The proposed description integrates the external cross-tree constraints, and the resulting homogeneity of the logic then allows its usage to further applications, e.g., generators, or to the purposes of constraint based reasoning itself. The appliance of the proposed approach is demonstrated by the example of a mobile phone tariff description. In the example descriptions of the decision tree for customers have been prepared.
ISBN:9780769521251
0769521258
DOI:10.1109/ECBS.2004.1316715