Methods and analytics systems having an ontology-guided graphical user interface for analytics models

This invention describes a system that helps users solve asset management problems, like predicting equipment failures or planning maintenance, using a visual interface. Users define their problem, and the system, guided by a structured knowledge base (an ontology), automatically selects and combines analytical tools from a library to create and run a solution.

Why it matters: In 2015, building a comprehensive ontology-guided analytics system for asset management was a significant undertaking. Today, the widespread availability of advanced AI/ML models, mature MLOps platforms, and sophisticated knowledge graph technologies makes populating the analytics solution library and implementing the ontology-guided workflow generation far more feasible and powerful.

Status: ExpiredProtection ended and was never renewed
How hard to build: SpecializedSoftware logic, ontology management, analytics integration

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