PERSONALIZED CONTEXTUAL SUGGESTION ENGINE

摘要

Aspects of the technology described herein provide a more efficient user interface by providing suggestions that are tailored to a specific user's interests. The suggestions may be provided by a personal assistant or some other application running on a user's computing device. A goal of the technology described herein is to provide relevant suggestions when the user can and actually wants to use them. The suggestions are designed to provide information or services the user wants to use.

主权项

1. A computing system comprising:
a processor; and computer storage memory having computer-executable instructions stored thereon which, when executed by the processor, implement a method of generating user-specific contextual association rules, the method comprising:
(1) analyzing signal information associated with a computing device to determine an event of a first type has occurred, the computing device being associated with a user;(2) building a data vector for the event by assigning a value to a plurality of components of the data vector using information derived from the signal information;(3) generating an association rule for the first type of event using the data vector as an input to a machine learning algorithm that generates the association rule as an output, the association rule assigning a probability that the user is interested in a specific class of contextual suggestion given a specific user context; and(4) storing the association rule.