Fuzzy semantic personalized recommendation system modeling
Yan Chen · Jisuanji yingyong yanjiu · 2011
In order to solve the lack of personalized recommendation system on the semantic information processing,this paper built the fuzzy semantic recommendation system model,which could descript the fuzzy semantic in user's interest information.This paper also proposed a kind of recommendation algorithm to calculate the relationship between users and resource.Fuzzy description logic was used to apply the model in a special domain,also introduced two rules to achieve the ability of transmission between different level of semantic concepts both in user profiles and resource profiles.The experiment shows that fuzzy semantic recommendation system model can produce more related results for particular user than classic methods,it can discovery more new interest which is implicated in the interest concepts.