公开(公告)号：US20240386243A1

公开(公告)日：2024-11-21

申请号：US18320466

申请日：2023-05-19

Applicant: Adobe Inc.

Inventor： Hsin-Ya Lou ,  Xiaojing Dong ,  Yuting Chen

IPC: G06N3/045

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for predicting account interactions with computing applications. In particular, in one or more embodiments, the disclosed systems determine user account data associated with one or more computing applications for a user account. Additionally, in some embodiments, the disclosed systems generate, based on the user account data, a transition matrix and an emission matrix corresponding to a plurality of hidden states of a hidden Markov model to customize the hidden Markov model for the user account. Furthermore, in some implementations, the disclosed systems determine, utilizing the customized hidden Markov model, one or more predicted account interaction metrics for the user account in connection with the one or more computing applications based on the transition matrix and the emission matrix.