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US Patent 11709855 Graph embedding already-collected but not yet connected data

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Microsoft
Microsoft
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Current Assignee
Microsoft
Microsoft
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
117098550
Date of Patent
July 25, 2023
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Patent Application Number
165117220
Date Filed
July 15, 2019
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Patent Citations
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US Patent 9979675 Anomaly detection and classification using telemetry data
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US Patent 9135653 Building a social graph using sharing activity of users of the open web by identifying nodes in the social graph and adjusting weights associated with edges
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US Patent 10262079 Determining anonymized temporal activity signatures of individuals
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Patent Primary Examiner
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Shirley X Zhang
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CPC Code
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G06F 16/953
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H04L 43/08
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G06F 16/254
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H04L 67/10
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H04L 51/22
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G06F 16/9024
0

Systems and methods for graph embedding already-collected but not yet connected data are disclosed. A method includes extracting a first set of actor-related data, a second set of object-related data, and a third set of temporal data from a set of the already-collected but not yet connected data representative of a unit-level contribution to the target activity. The method further includes generating graph data for at least one graph having a plurality of nodes and a plurality of edges using the set of the already-collected but not yet connected data, where each of the plurality of nodes corresponds to the actor or the object, and where an attribute associated with each of the plurality of edges corresponds to a measurement associated with the target activity during a temporal dimension of interest. The method further includes converting the graph data into metric space data using a graph embedding process.

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