AI Use Case

Evaluate school or college work

Analyse and grade school or college work. Using machine learning to analyse key elements this will give grades - potentially on a national or international scale compared to individual teacher's marks. This will tend to reward conformity over originality so will be better suited for some courses and topics than others. It could potentially support roll-out of education to areas with limited educational resources (e.g. lack of teaching staff).

Function

Benefits

Operational - Service / outcome scaling,Cost - Staff efficiency

Case Studies

Ministry of Education of China~China's Ministry of Education grades students's essays in one in four Chinese schools using deep learning

Industry

Public And Social Sector

Education And Academia

Data Sets

Structured / Semi-structured

AI Technologies

Machine Learning (ML),Product Type - Natural Language Processing (NLP),ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,Model Architecture - Deep Neural Networks

Potential Vendors