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OALib Journal期刊
ISSN: 2333-9721
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Research on CF Algorithm Based on Probabilistic Analysis of Discrete Rating Vector
基于离散评分向量概率分析的CF算法改进研究

Keywords: Electronic commerce,Recommendation system,Collaborative filter,All-average,Personalized
电子商务
,推荐系统,协同过滤,全面均值,个性化

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Abstract:

The users' similarity computation is a key step of Collaborative Filter(CF) algorithm.The All-Average method and classified recommendation improved algorithm based on probabilistic analysis of users' discrete explicit ra-ting vector were proposed to solve the problem of CF sparsity and other practical problems.Experimental result shows that the improved method enhances the precision and quality of CF prediction.

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