MUMBAI, India, March 13 -- Intellectual Property India has published a patent application (202641003006 A) filed by Saveetha Engineering College, Chennai, Tamil Nadu, on Jan. 12, for 'dynamic pedagogical architecture using cognitive analytics for engineering skill development.'
Inventor(s) include Dr. S. Kalpana.
The application for the patent was published on March 13, under issue no. 11/2026.
According to the abstract released by the Intellectual Property India: "This innovation presents a pedagogical framework based on cognitive analytics that is intended to assess, understand, and improve student participation in engineering education. The system creates adaptive learning pathways based on the cognitive profiles of individual learners by integrating computational intelligence, analytics of behavior, and educational data mining techniques. The framework uses algorithms for machine learning to identify levels of engagement, attention behaviors, and cognitive demands in real time by continuously gathering data from education management systems, digital exams, and classroom interactions. In order to maximize involvement and conceptual understanding, the system dynamically modifies instructional tactics, content complexity, and feedback mechanisms based on these observations. The suggested architecture functions as an autonomous pedagogical engine that can forecast disengagement, suggest remedial measures, and assist teachers in making data-driven decisions. By bridging the gap between conventional instruction and sophisticated education systems, this behavioral analytics approach guarantees individualized, quantifiable, and long-lasting educational results in technical fields. The innovation can be included into current e-leaming ecosystems or used as a software-integrated platform to support next-generation Al-enabled engineers and technical education pedagogy."
Disclaimer: Curated by HT Syndication.
