General Electric Company
KNOWLEDGE-DRIVEN AUTOMATED SCIENTIFIC MODEL EXTRACTION, EXPLANATIONS, AND HYPOTHESIS GENERATION

Abstract:

A system, method, and computer-readable medium, to receive a query to execute against a knowledge graph, the knowledge graph representing information pertaining to a particular scientific domain and the query including at least one variable represented by the knowledge graph; examining the knowledge graph to identify variables therein that are also specified in the query; generate a scientific model based on the query and the identified variables in the knowledge graph the execution of the model providing an answer to the query; and transmitting a record of the generated model to a data store and persisting the record in the data store.