RECOMMENDING PERSONALLY INTERESTED CONTENTS BY TEXT MINING, FILTERING, AND INTERFACES
First Claim
1. A method of providing personalized content recommendations using a computer comprising:
- providing a user interface on a computing device that monitors a user'"'"'s information stream;
storing a personal behavioral profile in a memory of the computing device, the memory stored with user'"'"'s preferences based on a plurality of monitored past behaviors and a collaborative filtering;
filtering items in an incoming information stream with the personal behavioral profile; and
receiving only those items of the incoming information stream that match the user'"'"'s interest profile for a certain information consumption mode of the user.
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Accused Products
Abstract
A personalized content recommendation system includes a client interface device configured to monitor a user'"'"'s information data stream. A collaborative filter remote from the client interface device generates automated predictions about the interests of the user. A database server stores personal behavioral profiles and user'"'"'s preferences based on a plurality of monitored past behaviors and an output of the collaborative user personal interest inference engine. A programmed personal content recommendation server filters items in an incoming information stream with the personal behavioral profile and identifies only those items of the incoming information stream that substantially matches the personal behavioral profile. The identified personally relevant content is then recommended to the user following some priority that may consider the similarity between the personal interest matches, the context of the user information consumption behaviors that may be shown by the user'"'"'s content consumption mode.
61 Citations
22 Claims
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1. A method of providing personalized content recommendations using a computer comprising:
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providing a user interface on a computing device that monitors a user'"'"'s information stream; storing a personal behavioral profile in a memory of the computing device, the memory stored with user'"'"'s preferences based on a plurality of monitored past behaviors and a collaborative filtering; filtering items in an incoming information stream with the personal behavioral profile; and receiving only those items of the incoming information stream that match the user'"'"'s interest profile for a certain information consumption mode of the user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A personalized content recommendation system comprising:
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a client interface device configured to monitor a user'"'"'s information data stream transmitted on a computer network; a collaborative personal interest inference engine resident to a non-transient media and configured to generate automatic predictions about the interests of the user; a database server stored with a personal behavioral profile and user'"'"'s preferences based on a plurality of monitored past behaviors and an output of the collaborative personal interest inference engine for a plurality of user consumption modes respectively; and a server programmed to filter items in an incoming information stream with the personal behavioral profile and programmed to identify only those items of the incoming information stream that substantially matches the personal behavioral profile. - View Dependent Claims (16, 17, 18, 19, 20, 21, 22)
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Specification