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US 12,743,657 B2Granted
Systems and methods for generating improved process management using a bifurcated model to generate synthetic sets of processing steps
AssigneeDevguild LLC
InventorMatthew Weber
Life of this patent
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Abstract
Systems and methods are described herein for improvements to generating improved processing pathway management and determining optimal processing increments to complete the processing pathway using synthetic subsets of processing increments. For example, systems and methods are described herein for generating synthetic subsets of processing increments using models and algorithms.
Claims20
A system for generating improved processing pathway management and determining optimal processing increments to complete processing pathway using synthetic subsets of processing increments, the system comprising:
- one or more processors;
- and
- a non-transitory computer-readable storage medium storing instructions, which when executed by the one or more processors cause the one or more processors to perform operations comprising:
- accessing a database comprising a hierarchical tree for a plurality of nodes based on relationships between the plurality of nodes;
- receiving, from a computing device, a first request to generate a synthetic subset of processing increments to execute a first processing pathway, wherein the first processing pathway occurs across a computer network, wherein the first processing pathway uses a plurality of processing increments, and wherein each of the plurality of processing increments corresponds to a respective node of the plurality of nodes;
- in response to receiving the first request, transmitting:
- to a first artificial intelligence model a first command to generate, from a first set of available processing increments, a first subset of processing increments to execute the first processing pathway, wherein the first artificial intelligence model is trained to generate the first subset using a first algorithm, and wherein the first algorithm determines the first subset from the first set of available processing increments;
- and
- to a second artificial intelligence model a second command to generate, from the first set of available processing increments, a second subset of processing increments to perform execute the first processing pathway, wherein the first artificial intelligence model is trained to generate the second subset using a second algorithm, and wherein the second algorithm selects the second subset from the first set of available processing increments;
- inputting the first subset of processing increments and the second subset of processing increments into a third artificial intelligence model to determine a plurality of synthetic subsets of processing increments to execute the first processing pathway, wherein the third artificial intelligence model is trained to generate synthetic subsets of processing increments for performing the first processing pathway using a third algorithm, and wherein the third algorithm generates the synthetic subsets using the first subset and the second subset;
- generating a co-occurrence matrix for the plurality of synthetic subsets, wherein the co-occurrence matrix indicates a number of times any one of the plurality of processing increments occurred in one or more of the plurality of synthetic subsets;
- calculating a first rating of a first synthetic subset of the plurality of synthetic subsets based on the co-occurrence matrix;
- and
- executing the first processing pathway across the computer network using the first synthetic subset based on the first rating.
11 more elements
A method for generating improved processing pathway management and determining optimal processing increments to complete processing pathway using synthetic subsets of processing increments, the method comprising:
- receiving, from a computing device, a first request to generate a synthetic subset of processing increments to execute a first processing pathway, wherein the first processing pathway occurs across a computer network, wherein the first processing pathway uses a plurality of processing increments, and wherein each of the plurality of processing increments corresponds to a respective node of a plurality of nodes;
- in response to receiving the first request, transmitting:
- to a first artificial intelligence model a first command to generate, from a first set of available processing increments, a first subset of processing increments to execute the first processing pathway, wherein the first artificial intelligence model is trained to generate the first subset of processing increments for performing the first processing pathway using a first algorithm, and wherein the first algorithm determines the first subset of processing increments from the first set of available processing increments;
- and
- to a second artificial intelligence model a second command to generate, from the first set of available processing increments, a second subset of processing increments to execute the first processing pathway, wherein the second artificial intelligence model is trained to generate the second subset of processing increments for performing the first processing pathway using a second algorithm, and wherein the second algorithm selects the second subset of processing increments from the first set of available processing increments;
- inputting the first subset of processing increments and the second subset of processing increments into a third artificial intelligence model to determine a plurality of synthetic subsets of processing increments to execute the first processing pathway;
- generating a co-occurrence matrix for the plurality of synthetic subsets, wherein the co-occurrence matrix indicates a number of times any one of the plurality of processing increments occurred in one or more of the plurality of synthetic subsets;
- calculating a first rating of a first synthetic subset of the plurality of synthetic subsets based on the co-occurrence matrix;
- and
- executing, based on the first rating, the first processing pathway across the computer network using the first synthetic subset.
7 more elements
A non-transitory computer-readable medium having instructions recorded thereon that when executed by one or more processors cause operations comprising:
- receiving, from a computing device, a first request to generate a synthetic subset of processing increments to execute a first processing pathway;
- in response to receiving the first request, transmitting:
- to a first artificial intelligence model a first command to generate, from a first set of available processing increments, a first subset of processing increments to execute the first processing pathway, wherein the first artificial intelligence model is trained to generate the first subset of processing increments for performing the first processing pathway using a first algorithm, and wherein the first algorithm determines the first subset of processing increments from the first set of available processing increments;
- and
- to a second artificial intelligence model a second command to generate, from the first set of available processing increments, a second subset of processing increments to execute the first processing pathway, wherein the second artificial intelligence model is trained to generate the second subset of processing increments for performing the first processing pathway using a second algorithm, and wherein the second algorithm selects the second subset of processing increments from the first set of available processing increments;
- inputting the first subset of processing increments and the second subset of processing increments into a third artificial intelligence model to determine a plurality of synthetic subsets processing increments to execute the first processing pathway;
- generating a co-occurrence matrix for the plurality of synthetic subsets, wherein the co-occurrence matrix indicates a number of times any one of a plurality of processing increments occurred in one or more of the plurality of synthetic subsets;
- calculating a first rating of a first synthetic subset of the plurality of synthetic subsets based on the co-occurrence matrix;
- and
- generating for display, on a user interface, a first recommendation to executing, based on the first rating, the first processing pathway across a computer network using the first synthetic subset.
7 more elements
Dependencies are inferred from the claim text.