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Patent drawing for Aggregation functions for nodes in ontological frameworks in representation learning for massive petroleum network systems
US 11,934,440 B2
Business & commerce US 11,934,440 B2 Not in force

Aggregation functions for nodes in ontological frameworks in representation learning for massive petroleum network systems

This invention describes a computer program that builds intelligent data models, called ontological frameworks, for large-scale industrial facilities like petroleum networks. It works by defining rules to combine information from various sources, even if the data comes in different formats and in real-time. These rules help categorize and link components, events, and methods within the facility, creating a structured understanding that can then be used to discover new insights and answer complex questions about the system.

Why it matters: Filed before the widespread adoption of advanced graph neural networks and large language models. These technologies now significantly simplify the creation of ontological frameworks and knowledge discovery from disparate, real-time data, which were complex challenges in 2019.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedHeavy software system, complex data processing

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