Application of genetic algorithm combined with fuzzy clustering in information filtering system
Jia Cui · Journal of Computer Applications · 2008
The Fuzzy Clustering(FC)theory into information filtering system based on Genetic Algorithm(GA)was introduced,to cluster the training texts by using the fuzzy similar matrix depending on each individual of GA's species,and the species according to the results of clustering with the proposed fitness function was evaluated.Doing GA operators using this evaluation method iteratively,we got a template which expressed user's interest better,to improve the precision of information filtering.Then,we did experiment to test the efficiency by applying this method to a designed information filtering system.