Collaborative recommendations using Bayesian networks and linguistic modelling

被引:0
|
作者
de Campos, Luis M. [1 ]
Fernandez-Luna, Juan M. [1 ]
Huete, Juan F. [1 ]
机构
[1] Univ Granada, Dept Comp Sci & Artificial Intelligence, Tech Sch Comp Sci, E-18071 Granada, Spain
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D O I
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a model designed under the formalism of Bayesian Networks to deal with the problem of collaborative recommendation. It has been designed to perform efficient and effective recommendations. We also consider the fact that the user can usually use vague ratings for the products, which might be represented as fuzzy labels. The complete proposal is evaluated with MovieLens.
引用
收藏
页码:1185 / 1197
页数:13
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