发明申请
- 专利标题: COLLABORATIVE FILTERING SYSTEM AND COLLABORATIVE FILTERING METHOD
- 专利标题(中): 协同过滤系统和协同过滤方法
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申请号: US13512368申请日: 2009-12-18
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公开(公告)号: US20120239604A1公开(公告)日: 2012-09-20
- 发明人: Sayaka Yoshizu , Yoshinori Yokoyama , Naoki Ihara , Yuki Kimura
- 申请人: Sayaka Yoshizu , Yoshinori Yokoyama , Naoki Ihara , Yuki Kimura
- 国际申请: PCT/JP2009/071141 WO 20091218
- 主分类号: G06N5/02
- IPC分类号: G06N5/02
摘要:
When there are no evaluation values from a user who has evaluated both contents X and Z, an indirect similarity calculation unit 32 of an arithmetic processing unit 30 of an information processing center 10a indirectly calculates the similarity between the contents X and Z using evaluation values of a content Y whose evaluation value is present from a user who has evaluated both the contents X and Y and whose evaluation value is present from a user who has evaluated both the contents Y and Z. A predicted evaluation value calculation unit 33 calculates a predicted evaluation value from a user who has not evaluated either of the contents X and Z using the similarity between the contents X and Z calculated by the indirect similarity calculation unit 32 and the evaluation values of the contents X and Z. Thus, it is possible to calculate the predicted evaluation values of the contents X and Z which are not directly calculable. Therefore, it becomes possible to further expand the range of contents whose evaluation values are predictable through collaborative filtering.
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