公开(公告)号：US20240430538A1

公开(公告)日：2024-12-26

申请号：US18744191

申请日：2024-06-14

Applicant: Roku, Inc.

Inventor： Rahul AGARWAL ,  Abhishek Majumdar ,  Yu Zhou ,  Ratul Ray ,  Yuzhong Li ,  Nitish Aggarwal ,  Srimaruti Manoj Nimmagadda

IPC: H04N21/482 ,  H04N21/466 ,  H04N21/472

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for determining a list of recommended items in response to a user query. An embodiment can generate an ordered relevance list of items, and determine an initial reward value based on an array of relevance scores and an array of revenue values corresponding to the ordered relevance list of items, a parameter alpha assigned to the array of relevance scores, and a parameter beta assigned to the array of revenue values. The embodiment can generate a next list of recommended items from an initial list of recommended items, and further calculate a next reward value associated with the next list of recommended items, and determine a list of recommended items in response to the query based on a comparison of the initial reward value and the next reward value.