Patent ID: 11915297
Assignee: WALMART APOLLO, LLC
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A non-transitory computer readable medium having instructions stored thereon, wherein the instructions, when executed by at least one processor, cause a device to perform operations comprising:
receiving an indication of a navigation from a user device, the indication including a user identifier and a set of basket items;
generating a set of eligible items based on the set of basket items;
obtaining a set of attributes for each item of the set of eligible items;
determining a set of item categories;
for each item category of the set of item categories:
generating a feature representation based on the corresponding item category count within the set of eligible items;
selecting items of the set of eligible items within the corresponding item category;
computing a potential click value based on a median click value of each selected item included in the item attributes;
computing a normalized relevance value based on a mean relevance of selected items included in the item attributes; and
computing a number of category display items based on the potential click value and the normalized relevance value; and

transmitting the number of category display items for each category of the set of item categories to the user device for display on a user interface.