公开(公告)号：US11775813B2

公开(公告)日：2023-10-03

申请号：US16446386

申请日：2019-06-19

Applicant: Adobe Inc.

Inventor： Niranjan Kumbi ,  Vaidyanathan Venkatraman ,  Rajan Madhavan ,  Omar Rahman ,  Kai Lau ,  Badsah Mukherji ,  Ajay Awatramani

IPC: G06Q10/04 ,  G06Q30/0202 ,  G06N3/08 ,  G06N20/00

CPC classification number: G06N3/08 ,  G06Q10/04 ,  G06Q30/0202 ,  G06N20/00

Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media for generating a recommended target audience based on determining a predicted attendance utilizing a neural network approach. For example, the disclosed systems can utilize an approximate nearest neighbor algorithm to identify individuals that are within a similarity threshold of invitees for an event. In addition, the disclosed systems can implement an attendance prediction model to determine a probability of an invitee attending the event. The disclosed systems can further determine a predicted attendance for an event based on the individual probabilities. Based on identifying the similar individuals to, and the attendance probabilities for, the invitees, the disclosed systems can generate a recommended target audience to satisfy a target attendance for an event based on a predicted attendance for the event.