MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202631085012 A) filed by Brainware University on July 10, 2026, for A Context-Aware Artificial Intelligence System For Automatic Classification Of Educational Questions According To Bloom’s Taxono My.
Inventors include Dr. Rahul Kumar Ghosh; Mr. Gourab Dutta; Mr. Amitava Podder; Ms. Snigdha Chatterjee; and Mr. Surath Roy.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: [070] The present invention discloses a context-aware artificial intelligence system for automatic classification of educational questions according to Bloom’s Taxonomy. The system comprises an educational question acquisition module, a text g preprocessin module, a Bloom’s Taxonomy actio-vern b extraction module, a contextual language embedding module, a feature normalization and fusion module, a hybrid deep learning classification engine, a context disambiguation module, a prediction and confidence estimation module, and a deployment module. The system extracts pedagogical action-verb features from educational questions and generates contextual semantic representations using a pretrained contextual language model. The extracted pedagogical features and semantic representations are normalized and fused into a unified feature representation processed by a Bidirectional Long Short-Term Memory based classification engine. A context disambiguation module resolves ambiguity among overlapping cognitive levels, and a prediction module outputs a Bloom’s Taxonomy level with a confidence score through a user interface or external ysedteumca. tional s Accompanied Drawing [FIGS. 1-8]
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