Hierarchical Clustering

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United States of America Patent

PATENT NO 10250706
APP PUB NO 20180034700A1
SERIAL NO

15225372

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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In one embodiment, a method includes receiving first network usage data for user devices indicating activity by the user devices on webpages, determining first-level cluster centroids based on the first network usage data, and assigning each user device to at least one first-level cluster centroid. The method also includes determining second-level cluster centroids based on the first network usage data for user devices assigned to a particular first-level cluster centroid, and assigning each user device previously assigned to the particular first-level cluster centroid to at least one second-level cluster centroid. The method further includes determining clusters based on the first-level cluster centroids and the second-level cluster centroids, assigning each user device to at least one cluster, and sending one or more first notifications to user devices associated with a particular cluster.

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Patent Owner(s)

Patent OwnerAddress
BANK OF AMERICA CORPORATION214 N TRYON STREET MAILCODE NC1-027-20-05 CHARLOTTE NC 28255

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Singh, Mandeep Medford, US 84 723
Wang, Xiaofeng Princeton Junction, US 186 1161

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