MUMBAI, India, Sept. 14 -- Intellectual Property India has published a patent application (202611087329 A) filed by Prof. Dr. Babita Singh; Prof. Taruna Malhotra; Dr. Archana Kumara; Dr. Seema; Dr. Sushma Kumari; Dr. Deepika Rani; Anshumalika; Sudha; Madhvi; and Prof. Dr. Aruna Anchal on July 16, 2026, for Artificial Intelligence-Based Teacher Education And Pedagogical Effectiveness Assessment Device.
Inventors include Prof. Dr. Babita Singh; Prof. Taruna Malhotra; Dr. Archana Kumara; Dr. Seema; Dr. Sushma Kumari; Dr. Deepika Rani; Anshumalika; Sudha; Madhvi; and Prof. Dr. Aruna Anchal.
The application for the patent was published on September 11, 2026, under issue no. 37/2026.
Abstract: An AI-driven device for teacher education and pedagogical effectiveness assessment comprising a data acquisition module (110) with audio, video, and biometric sensor units, a natural language processing engine (120) with speech-to-text conversion, discourse analysis, and sentiment analysis capabilities, a computer vision module (130) with gesture recognition, facial expression analysis, and spatial mapping functionalities, a pedagogical analytics engine (140) that synthesizes multimodal data to compute composite pedagogical effectiveness scores through teaching pattern recognition, engagement metric calculation, and pedagogical framework comparison, a machine learning module (150) enabling continuous model refinement, and a feedback and reporting module (160) generating real-time dashboards and personalized improvement recommendations. The device integrates hardware sensors with software intelligence to provide objective, continuous, and actionable assessment of teacher pedagogical practices, facilitating targeted professional development. [Figure 1]
Disclaimer: Curated by HT Syndication.
