Inproceedings,

Concept-Level Knowledge Visualization For Supporting Self-Regulated Learning

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Proceedings of the 22Nd International Conference on Intelligent User Interfaces Companion, page 141--144. New York, NY, USA, ACM, (2017)
DOI: 10.1145/3030024.3038262

Abstract

Mastery Grids is an intelligent interface that provides access to different kinds of practice content for an introductory programming course. A distinctive feature of the interface is a parallel topic-level visualization of student progress and the progress of their peers. This contribution presents an extended version of the original system that features a fine-grained visualization of student knowledge on the level of the detailed concepts that are associated with the course. The student model is based on a Bayesian-network which is built using students performance history in the learning activities.

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