CPC G06V 20/70 (2022.01) [G06F 16/5866 (2019.01); G06F 18/214 (2023.01); G06F 18/2431 (2023.01); G06N 3/08 (2013.01); G06N 3/04 (2013.01); G06V 2201/10 (2022.01); H04L 51/10 (2013.01)] | 20 Claims |
1. A method comprising:
processing, by one or more processors, content items comprising images to identify elements in the images;
determining, by one or more processors, labels for the images based on conditions indicating when to associate a label of the labels with an image of the images based on the elements in the image;
in response to determining to associate the label with the image, associating the label with the content item;
determining engagement scores for the label based on interactions of users with the content items associated with label;
determining trends in the labels; and
adjusting the engagement scores to determine a dynamic seasonality for an interaction of the interactions of the users, the dynamic seasonality based on an average of subtracting a trend component from values of the interaction.
|