Content recommendation based on context

摘要

The disclosure includes a system and method for providing recommended content to a user. The system includes a processor and a memory storing instructions that when executed cause the system to: receive data describing one or more engagement actions performed by a user; generate an engagement profile associated with the user; receive data describing one or more images associated with the user, the one or more images including temporal data describing one or more timestamps and location data describing one or more locations; generate a location profile based on the one or more locations and the one or more timestamps; receive data describing one or more content items; determine one or more interest scores for the one or more content items; determine one or more recommended items based on the one or more interest scores; and provide the one or more recommended items to the user.

主权项

1. A method comprising:
receiving data describing one or more first engagement actions performed by a first user; generating an engagement profile associated with the first user based on the one or more first engagement actions; receiving data describing one or more images associated with the first user; determining one or more locations associated with the one or more images; generating a location profile associated with the first user based on the one or more locations; receiving data describing one or more content items; determining a degree of match between one or more subjects associated with the one or more content items and at least one of the engagement profile and the location profile; determining one or more interest scores for the one or more content items based on the degree of match; determining one or more recommended items from the one or more content items based on the one or more interest scores; and providing the one or more recommended items to the first user.