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Customization Using Fuzzy Recommender Systems 被引量:1

Customization Using Fuzzy Recommender Systems
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摘要 We discuss some methods for constructing recommender systems. An important feature of the methods studied here is that we assume the availability of a description, representation, of the objects being considered for recommendation. The approaches studied here differ from collaborative filtering in that we only use preferences information from the individual for whom we are providing the recommendation and make no use the preferences of other collaborators. We provide a detailed discussion of the construction of the representation schema used. We consider two sources of information about the users preferences. The first are direct statements about the type of objects the user likes. The second source of information comes from ratings of objects which the user has experienced. We discuss some methods for constructing recommender systems. An important feature of the methods studied here is that we assume the availability of a description, representation, of the objects being considered for recommendation. The approaches studied here differ from collaborative filtering in that we only use preferences information from the individual for whom we are providing the recommendation and make no use the preferences of other collaborators. We provide a detailed discussion of the construction of the representation schema used. We consider two sources of information about the users preferences. The first are direct statements about the type of objects the user likes. The second source of information comes from ratings of objects which the user has experienced.
出处 《Journal of Donghua University(English Edition)》 EI CAS 2004年第3期9-14,共6页 东华大学学报(英文版)
关键词 recommender system fuzzy logic preference. 推荐系统 用户定制化 模糊逻辑 优先选择 信息处理系统
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  • 1Ronald R. Yager.A Hierarchical Document Retrieval Language[J].Information Retrieval.2000(4)
  • 2Yager R R.On ordered weighted averaging aggregation operators in multicriteria decisionmaking[].IEEE Transactions on Systems Man and Cybernetics.1988
  • 3Yager,R. R.Quantifier guided aggregation using OWA operators[].International Journal of Intelligent Systems.1996
  • 4Yager,R. R.A hierarchical document retrieval language[].Information Retrieval.2000
  • 5Zadeh,L. A.Fuzzy logic = computing with words[].IEEE Transactions on Fuzzy Systems.1996
  • 6Zadeh,L. A.Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic[].Fuzzy Sets and Systems.1997
  • 7Goldberg,D,Nichols,D,Oki,B .M,Terry,D.Usingcollaborativefilteringtoweaveaninformationtapestry[].CommunicationsoftheACM.1992
  • 8Sugeno,M.Fuzzymeasuresandfuzzyintegrals:asurvey[].FuzzyAutomataandDecisionProcess.1977
  • 9Yager,R .R.Veristicvariables[].IEEETransonSystemsManandCyberneticsPartB :Cybernetics.2000
  • 10Yager,R .R.Ontheretranslation processinZadeh sparadigmofcomputingwithwords[].IEEETransactionsonSystemsManandCybernetics.

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