CPC H04N 21/4666 (2013.01) [G06N 3/088 (2013.01); H04N 21/4668 (2013.01)] | 20 Claims |
1. A method comprising:
generating for display a first set of recommended content items that were selected for a first plurality of content categories using a category selection model;
receiving a first request for a first media asset from a first content category of the plurality of content categories;
based on receiving the first request for the first media asset, increasing a reward score for the first content category;
receiving a second request for a second media asset from a second content category of the plurality of content categories;
in response to determining the second request for the second content category is identified as related to the first content category:
decreasing a reward score for the second content category;
modifying the category selection model based on the reward scores of the first content category and the second content category; and
generating for display a second set of recommended content items that were selected for a second plurality of content categories using the modified category selection model.
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