Method and method for recommending data
A data recommendation and data recommendation technology, applied in video data retrieval, electronic digital data processing, special data processing applications, etc., can solve problems such as insufficient timeliness, inconsistent video, slow update, etc.
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Embodiment 1
[0076] Such as figure 1 As shown, the present invention provides a data recommendation method, including:
[0077] Step S11, collect each user's selection records for each recommended data. Specifically, when a user visits the website, the website will display the recommended data (item) to the user (user) through different channels, such as search pages, recommended pages, browsing pages, etc. The user may click to watch, or may refuse to watch, Or bookmark the content to favorites, and after collecting the user's selection records of the content pushed by the website, it can be converted into a data structure that can be recognized and processed uniformly.
[0078] Preferably, the score of each user's selection record for each recommended data is represented by score(user, item), where user represents the user, and item represents the recommended data, including the acceptance of each recommended data for each user Record or reject the record, the score of the accepted rec...
Embodiment 2
[0107] Such as image 3 As shown, the present invention provides another data recommendation method. The difference between this embodiment and the embodiment is that the first N candidate data are obtained according to the average popularity of each recommended data to all recommended users, and then Calculating the recommendation score of each candidate data, so as to make the recommendation result more accurate, the method includes:
[0108] Step S21, collecting each user's selection records for each recommended data. Specifically, when a user visits the website, the website will display the recommended data (item) to the user (user) through different channels, such as search pages, recommended pages, browsing pages, etc. The user may click to watch, or may refuse to watch, Or bookmark the content to favorites, and after collecting the user's selection records of the content pushed by the website, it can be converted into a data structure that can be recognized and process...
Embodiment 3
[0139] Such as Figure 4 and 5 As shown, the present invention also provides another data recommendation system, including a data collection module 1 , a model generation module 2 and a result recommendation module 2 .
[0140] The data collection module 1 is used to collect each user's selection records for each recommended data. Specifically, when a user visits the website, the website will display the recommended data (item) to the user (user) through different channels, such as search pages, recommended pages, browsing pages, etc. The user may click to watch, or may refuse to watch, Or bookmark the content to favorites, and after collecting the user's selection records of the content pushed by the website, it can be converted into a data structure that can be recognized and processed uniformly.
[0141] Preferably, the score of each user's selection record for each recommended data is represented by score(user, item), where user represents the user, and item represents t...
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