Educational Data Analytics (EDA)

Educational data analytics uses multimodal data such as mouse clicks, MOOC navigation data, eye gaze information, facial emotion recognition, galvanic skin conductance and brain waves (EEG) to understand learning processes and learner behaviours. With this understanding we aim to design next generation learning products such as intelligent tutoring systems in which learning is personalized to meet the cognitive and affective needs of each and every learner.