Content recommendation based on efficacy models

摘要

A system and method for providing recommendation elements to users is disclosed. The system includes a processor and instructions storing memory which, when executed, cause the system to receive identification input data associated with a user, identify the user using the identification input data, receive sensor data, determine a current situation associated with the user by predefined situation data described predefined situations and / or linked parameters, receiving data describing a set of candidate elements, generating a set of efficacy matches for the set of candidate elements, eliminating one or more of the candidate elements from the set of candidate elements to obtain one or more remaining candidate elements, ranking the one or more remaining candidate elements based on one or more associated efficacy hits and providing one or more recommendation elements for the user from the one or more ordered remaining candidate elements.