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US Patent 11475318 Automated resolution of over and under-specification in a knowledge graph

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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11475318
Date of Patent
October 18, 2022
Patent Application Number
16425102
Date Filed
May 29, 2019
Patent Citations
‌
US Patent 10664757 Cognitive operations based on empirically constructed knowledge graphs
‌
US Patent 11074652 System and method for model-based prediction using a distributed computational graph workflow
Patent Primary Examiner
‌
Anand P Bhatnagar

Systems and methods for automated resolution of over-specification and under-specification in a knowledge graph are disclosed. In embodiments, a method includes: determining, by a computing device, that a size of an object cluster of a knowledge graph meets a threshold value indicating under-specification of a knowledge base of the knowledge graph; determining, by the computing device, sub-classes for objects of the knowledge graph; re-initializing, by the computing device, the knowledge graph based on the sub-classes to generate a refined knowledge graph, wherein the size of the object cluster is reduced in the refined knowledge graph; and generating, by the computing device, an output based on information determined from the refined knowledge graph.

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