Songhua Xu

Hierarchical Temporal Multi-Instance Learning for Video-based Student Learning Engagement Assessment

Video-based automatic assessment of a student's learning engagement on the fly can provide immense values for delivering personalized instructional services, a vehicle particularly important for massive online education. To train such an assessor, a major challenge lies in the collection of sufficie…