Invention Grant
- Patent Title: Graph embedding already-collected but not yet connected data
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Application No.: US16511722Application Date: 2019-07-15
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Publication No.: US11669537B2Publication Date: 2023-06-06
- Inventor: Darren K. Edge , Jonathan K. Larson , Nathan R. Evans , Christopher M. White
- Applicant: Microsoft Technology Licensing, LLC
- Applicant Address: US WA Redmond
- Assignee: Microsoft Technology Licensing, LLC
- Current Assignee: Microsoft Technology Licensing, LLC
- Current Assignee Address: US WA Redmond
- Agency: Singh Law, PLLC
- Agent Ranjeev Singh
- Main IPC: G06F16/25
- IPC: G06F16/25 ; G06F16/901 ; H04L43/08 ; G06F16/953 ; H04L67/10 ; H04L51/42

Abstract:
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.
Public/Granted literature
- US11709855B2 Graph embedding already-collected but not yet connected data Public/Granted day:2023-07-25
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