METHODS AND SYSTEMS FOR PROVIDING A PERSONALIZED USER INTERFACE

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 ar...

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Bibliographische Detailangaben
Hauptverfasser: MUSICARO, Vera, TSAI, Yu-Cheng, JIANG, Dongming, GOLDENBERG, Georgiy, CALABRESE, Marissa, YU, Lei, SHIMOZAKI, Steven
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung: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.