Review
Open access
Aug 2026
A systematic review of multimodal emotion and sentiment analysis based agentic AI frameworks in educational systems
The overall research findings suggest a significant paradigm shift toward multimodal learning environments guided by Agentic AI, where perception, reasoning, and action are combined into a single framework for building an intelligent educational environment.
Bharati Pujari, Uttam U. Deshpande, Goh Kah Ong Michael
· Discover Computing · 0 citations