AIED
Estimating Learners' Skill Acquisition Without Temporal Information
Mon Jun 29, 11:45 AM–12:00 PM · Room 102
Part of Rethinking Knowledge Tracing
★ Notable speakers
Jill-Jênn Vie
★
— Knowledge tracing; adaptive assessment; Knowledge Tracing Machines; open educational datasets; Pix platform
Hisashi Kashima
★
— Graph kernels, machine learning on structured data, probabilistic data mining; peripheral EDM crossover
Estimates learners' skill acquisition from interaction data that lacks explicit timestamps, addressing a common gap in real-world learning logs.
Authors
Ryosuke Nagai, Kyohei Atarashi, Koh Takeuchi, Jill-Jênn Vie, Hisashi Kashima