Title :
A fuzzy expert system approach to insurance risk assessment using FuzzyCLIPS
Author :
Carreno, Luis A. ; Jani, Yashvant
Author_Institution :
Togai InfraLogic Inc., Houston, TX, USA
Abstract :
A knowledge based system (KBS) that combines fuzzy processing with rule-based expert system is developed to provide an improved decision aid for evaluating risk for life insurance. This expert system application illustrates the use of FuzzyCLIPS tool to build a knowledge based decision support system, capable of possessing fuzzy components to improve user interactions and KBS performance. The design of the fuzzy solution consists of a CLIPS rule-based system combined with fuzzy logic rules. The results employing FuzzyCLIPS are compared with the results obtained from the solution of the problem using traditional numerical equations. This paper briefly describes the problem, proposes solution, considers the test scenarios, presents the results and conclusions, and provides a sample output of the software product
Keywords :
decision support systems; expert systems; fuzzy logic; fuzzy systems; insurance data processing; risk management; FuzzyCLIPS; decision support system; fuzzy expert system; fuzzy logic rules; insurance risk assessment; knowledge based system; life insurance; rule-based systems; Decision support systems; Equations; Expert systems; Fuzzy logic; Fuzzy systems; Hybrid intelligent systems; Insurance; Knowledge based systems; Risk management; Software testing;
Conference_Titel :
WESCON/'93. Conference Record,
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-9970-6
DOI :
10.1109/WESCON.1993.488492