Invention Grant
- Patent Title: Theme recommendation method and apparatus
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Application No.: US16198704Application Date: 2018-11-21
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Publication No.: US11830033B2Publication Date: 2023-11-28
- Inventor: Zhirong Liu , Ruiming Tang , Zhenhua Dong , Xiuqiang He , Guoxiang Cao
- Applicant: HUAWEI TECHNOLOGIES CO., LTD.
- Applicant Address: CN Guangdong
- Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee: HUAWEI TECHNOLOGIES CO., LTD.
- Current Assignee Address: CN Guangdong
- Agency: Womble Bond Dickinson (US) LLP
- Priority: CN 1610351369.6 2016.05.24
- Main IPC: G06Q30/02
- IPC: G06Q30/02 ; G06Q30/06 ; G06F16/28 ; G06Q30/0251 ; G06Q30/0601

Abstract:
The method includes: collecting historical operations of sample users for M items, and predicting a preference value of a target user for each of the M items according to historical operations of the sample users for each of the M items, collecting classification data of N to-be-recommended items, and classifying the N to-be-recommended items according to the classification data of the N to-be-recommended items, to obtain X themes, where each of the X themes includes at least one of the N to-be-recommended items, and the N to-be-recommended items are some or all of the M items; calculating a preference value of the target user for each of the X themes according to a preference value of the target user for a to-be-recommended item included in each of the X themes; and pushing a target theme to the target user.
Public/Granted literature
- US11734716B2 Theme recommendation method and apparatus Public/Granted day:2023-08-22
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