公开(公告)号：US20210350391A1

公开(公告)日：2021-11-11

申请号：US16868903

申请日：2020-05-07

申请人： CaaStle, Inc.

发明人： Yu-Cheng TSAI ,  Steven SHIMOZAKI ,  Dongming JIANG ,  Georgiy GOLDENBERG ,  Marissa CALABRESE ,  Vera MUSICARO ,  Lei YU

IPC分类号： G06Q30/02 ,  G06Q30/06 ,  G06N20/00

摘要： A computer-implemented method for providing a personalized user interface to a user may include obtaining customer data; obtaining customer article data; obtaining customer interface activity data of the at least one customer; training a prediction model; obtaining at least one of user data, user article data, or user interface activity data of a user of the apparel subscription application; determining a rank of one or more articles based on the prediction model; obtaining environmental data including values of one or more environmental factors associated with user article data; and providing, to the user, the personalized user interface associated with the apparel subscription application to the user based on the rank of the one or more articles and the environmental data.