Hybrid Text Ensemble-MultiEmbed: A Novel Machine Learning Approach for Automated Learning Outcome Prediction
Abstract
An innovative ensemble-based hybrid text ensemble-multiembed model is developed to predict learning outcomes for CBSE Class 11–12 computer science questions using embedded data from textbooks, sample papers, and other academic sources.
Fields of Study & Subjects
Intelligent Tutoring Systems and Adaptive Learning
Online Learning and Analytics
Psychometric Methodologies and Testing
Publication details
- Journal / source
- Engineered Science
- Publication date
- 1 January 2026
- Language
- EN