DocumentCode :
3226096
Title :
Features with fuzzy probability
Author :
Pieczyriski, A. ; Robak, Silva ; Walaszek-Babiszewska, Anna
Author_Institution :
Inst. of Control & Comput. Eng., University of Zielona Gora, Poland
fYear :
2004
fDate :
24-27 May 2004
Firstpage :
323
Lastpage :
328
Abstract :
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.
Keywords :
decision trees; expert systems; formal specification; fuzzy logic; fuzzy reasoning; fuzzy set theory; knowledge representation; marketing data processing; mobile handsets; probability; constraint based reasoning; cross-tree constraints; decision tree; expert system description; feature diagram tree; fuzzy logic; fuzzy probability; market conditions; mobile phone tariff; software family context; weighted variant feature; Application software; Computer science; Control engineering computing; Decision trees; Econometrics; Expert systems; Fuzzy logic; Home appliances; Mobile handsets; Object oriented modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering of Computer-Based Systems, 2004. Proceedings. 11th IEEE International Conference and Workshop on the
Print_ISBN :
0-7695-2125-8
Type :
conf
DOI :
10.1109/ECBS.2004.1316715
Filename :
1316715
Link To Document :
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