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Patent drawing for Adaptive knowledge platform
US 8,949,233 B2
Machine learning US 8,949,233 B2 Expired

Adaptive knowledge platform

This invention describes a smart system that organizes information, shows it to users in different ways, and learns from how users interact with it. It then changes how it presents the information to better suit each user. The core idea is that these parts work together in a continuous loop, adjusting themselves based on a specific system parameter, and the adaptivity component includes user-specified organization, automatic adaptation, and performance evaluation.

Why it matters: Filed before modern machine learning and large language models could automate complex knowledge classification and user interaction modeling. These advancements now make the adaptive components much more powerful and easier to implement than in 2009.

Status
ExpiredProtection ended and was never renewed
How hard to build
SpecializedComplex software architecture

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