Systems and methods for determining information and knowledge relevancy, relevant knowledge discovery and interactions, and knowledge creation

This invention describes a software system that learns about a user from their online activity, personal files, and device usage. It uses this information to find and rank other information specifically for them, making it highly personalized. The system also uses structured knowledge maps, called ontologies, to understand and organize information.

Why it matters: In 2010, the sophisticated analysis and personalization described would have required immense manual effort and limited computational power. Today, advancements in large language models, machine learning, and cloud computing make processing diverse data sources and building dynamic ontologies far more feasible for creating highly personalized knowledge systems.

Status: In forceA lapse was cured by a late fee and protection was reinstated.
How hard to build: SpecializedHeavy software system, data integration, AI/ML, ontology management.

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