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OALib Journal期刊
ISSN: 2333-9721
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A Customer Classification Based on Naive Bayes Classifier
基于朴素贝叶斯学习的电子商务网站客户兴趣分类的应用研究

Keywords: E-commerce,Customer classification,Naive Bayes
朴素贝叶斯分类器
,电子商务,用户分类

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Abstract:

With the increasing interest and emphasis on customer demands in e-commerce, it is highly desired to extract customer features effectively and analyze customer orientations. This paper presents a new approach that employs a modified naive hayes classifier to group users dynamically based on their web access. Such a customer clustering meth- od should be performed prior to internet stores as the basis to provide individual service. The experimental results of this clustering technique show the efficiency of the algorithm.

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