Privacy-preserving graph compression with automated fuzzy variable detection

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United States of America

PATENT NO 12079814
SERIAL NO

17256945

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Abstract

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A disclosed method includes a) receiving by a server computer network data comprising a plurality of transaction data for a plurality of transactions. Each transaction data comprises a plurality of data elements with data values. At least one of the plurality of data elements comprises a user identifier for a user. The server computer can then b) generate one or more graphs comprising a plurality of communities based on the network data. The server computer can c) determine fuzzy values for at least some of the data values for each transaction of the plurality of transactions. For each user. the server computer can d) determine fuzzy values for communities within the plurality of communities. The server computer can then e) generate a model using the fuzzy values obtained in steps c) and d), and at least some of the data values.

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Patent Owner(s)

Patent OwnerAddress
VISA INTERNATIONAL SERVICE ASSOCIATIONP O BOX 8999 SAN FRANCISCO CA 94128

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Harris, Theodore San Francisco, US 61 2274
Korolevskaya, Tatiana Mountain View, US 34 240
Li, Yue San Mateo, US 869 5176

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