AUTOMATED PERSONALIZED ELECTRONIC MESSAGE COMPOSITION

摘要

Disclosed herein is an automated personalized message composition system, method and architecture. A composition style of a user is learned for each of a number of categories, such that each category has a corresponding composition style. The user's composition style determined for a given category can be used to personalize a non-personalized message for the user. A personalized message including elements of the user's composition style. The composition style elements from the user's composition style replacing a number of non-personalized elements in the non-personalized message.

主权项

1. A method comprising:
assigning, by a computing device, each message of a plurality of a user's messages to a corresponding category of a plurality of categories, the assigning comprising using each message's features and a message classifier to assign the message to the message's corresponding category; determining, by the computing device, a plurality of composition styles for the user, the determining comprising determining the user's composition style for each category of the plurality using a number of messages of the plurality assigned to the category; and providing, by the computing device and for the user, a number of personalized messages in a category of the plurality, each personalized message being generated by modifying a non-personalized message using the user's determined composition style for the category.