Systems And Methods For Hypergraph Based Inference Engines

Abstract: An executable inference hypergraph representing a rule-based model, the executable inference hypergraph comprising a first hyperedge associated with a first inference rule of the rule-based model and encapsulating a plurality of value nodes storing a plurality of values such that the plurality of values form a part of a set of terms used to evaluate the first inference rule, wherein the plurality of value nodes include at least one of the one or more value nodes of a graph-based model. The executable inference hypergraph further comprising a rule overlay node coupled to the first hyperedge thereby forming a first executable inference rule, wherein the rule overlay node comprises processing logic operable to evaluate the first inference rule using the set of terms encapsulated by the first hyperedge. The executable inference hypergraph is executed to determine an inference outcome. Fig no. 2

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