20250190818. Probabilis (Microsoft Technology Licensing, LLC)

PROBABILISTIC REASONING ON KNOWLEDGE GRAPHS USING PATH-BASED SIMULATIONS

Abstract: the present disclosure relates to methods and systems that perform probabilistic reasoning on knowledge graphs. the systems and methods use path-based simulations over a knowledge graph to convert the knowledge graph into a probabilistic graphical model that supports probabilistic reasoning on the knowledge graph. the systems and methods use the probabilistic graphical model to discover paths of the knowledge graph in response to a query.

Inventor(s): Harsh SHRIVASTAVA

CPC Classification: G06N5/02 (Knowledge representation; Symbolic representation)

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