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US Patent 11710098 Process flow diagram prediction utilizing a process flow diagram embedding

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
117100980
Date of Patent
July 25, 2023
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Patent Application Number
168325940
Date Filed
March 27, 2020
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Patent Citations
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US Patent 10628282 Generating semantic flow graphs representing computer programs
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US Patent 10789119 Determining root-cause of failures based on machine-generated textual data
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US Patent 10885114 Dynamic entity model generation from graph data
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US Patent 10963634 Cross-platform classification of machine-generated textual data
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US Patent 11205103 Semisupervised autoencoder for sentiment analysis
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US Patent 11151372 Systems, methods and computer program products for automatically extracting information from a flowchart image
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US Patent 11372380 Media-to-workflow generation using artificial intelligence (AI)
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US Patent 8949773 Deriving process models from natural language use case models
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...
Patent Primary Examiner
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Stephen S. Hong
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CPC Code
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G06F 40/30
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G06N 5/04
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G06N 20/00
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G06Q 10/0633
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G06Q 10/10
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G06F 40/253
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One embodiment provides a method, including: receiving a process flow diagram element of a process flow diagram; identifying a context of the process flow diagram element, wherein the identifying a context comprises identifying (i) categories of elements connected to the process flow diagram element, (ii) swimlanes within the process flow diagram, and (iii) text included in the process flow diagram; encoding features of the process flow diagram element into a semantic vector, wherein the features are identified from the context of the process flow diagram element; and predicting, utilizing a process flow diagram model, a process flow diagram element for the process flow diagram based upon the at least one process flow diagram element, wherein the process flow diagram model receives and analyzes the features of the at least one process flow diagram and outputs the predicted process flow diagram element.

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