PERSONALIZED CONTENT-BASED RECOMMENDATION SYSTEM WITH BEHAVIOR-BASED LEARNING

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United States of America Patent

SERIAL NO

12362464

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Abstract

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A system and method provides recommendations of documents to a user of a document corpus. Document features are extracted and assigned weights, and a profile is likewise created for users. Documents are scored with respect to a given user based at least in part on the document features and the user's profile. The document scores may be adjusted to reflect organizational goals, such as promoting recommendation of newer documents. Based on the scores, recommendations are determined for a given user by identifying the top scores for that user and presented to the user in one of a variety of manners, such as within a web-based user interface, or via email. Interactions of the users with recommendations may be monitored and the recommendations updated accordingly.

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Patent Owner(s)

Patent OwnerAddress
GOOGLE INC1600 AMPHITHEATRE PARKWAY MOUNTAIN VIEW CA 94043

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Arsikere, Amar Mountain View, US 1 8
Gupta, Ashish Sunnyvale, US 257 4174
Peterson, Bret Edward Lafayette, US 3 13

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