Invention Grant
- Patent Title: Collaborative filtering using evaluation values of contents from users
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Application No.: US13512368Application Date: 2009-12-18
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Publication No.: US09053178B2Publication Date: 2015-06-09
- Inventor: Sayaka Yoshizu , Yoshinori Yokoyama , Naoki Ihara , Yuki Kimura
- Applicant: Sayaka Yoshizu , Yoshinori Yokoyama , Naoki Ihara , Yuki Kimura
- Applicant Address: JP Toyota-shi, Aichi
- Assignee: Toyota Jidosha Kabushiki Kaisha
- Current Assignee: Toyota Jidosha Kabushiki Kaisha
- Current Assignee Address: JP Toyota-shi, Aichi
- Agency: Finnegan, Henderson, Farabow, Garrett & Dunner, LLP
- International Application: PCT/JP2009/071141 WO 20091218
- International Announcement: WO2011/074113 WO 20110623
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06N5/02 ; G06F17/30

Abstract:
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.
Public/Granted literature
- US09087123B2 Collaborative filtering using evaluation values of contents from users Public/Granted day:2015-07-21
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