发明名称 |
Semantic based collaborative filtering |
摘要 |
A method for providing product recommendations to customers in an e-commerce environment includes the step of generating content and compatibility representations of products corresponding to a plurality of customers. A similarity function is calculated between pairs of content attributes corresponding to the products. A similarity function is calculated between pairs of compatibility attributes corresponding to the products. The plurality of customers are clustered into a plurality of peer groups. For a given customer, a closest peer group of the plurality of peer groups is determined. At least one potential recommendation is then generated for the given customer based on the closest peer group.
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申请公布号 |
US6487539(B1) |
申请公布日期 |
2002.11.26 |
申请号 |
US19990369741 |
申请日期 |
1999.08.06 |
申请人 |
INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
AGGARWAL CHARU C.;YU PHILIP S. |
分类号 |
G06Q30/00;(IPC1-7):G06F17/60 |
主分类号 |
G06Q30/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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