ITS architecture; knowledge tracing; Bayesian student models; ALEKS; Cognitive Tutor; modern DKT.
6 resources tagged with this topic
Builds on: How People Learn: Cognitive Foundations, Knowledge-Learning-Instruction (KLI) Framework
Builds on: Intelligent Tutoring Systems
Builds on: Adaptive Learning Systems, Learning Infrastructure & Data Standards
A compact case study of the LE process applied to a real adaptive-learning product (Acrobatiq). Worth reading back-to-back with Fensie's ICLS piece on Data-Informed Course Improvement.
The Invitation to Learning Engineering held on March 26th, 2025, explored the application of learning engineering across post-secondary contexts. This session highlighted use cases from ICICLE Higher Ed Market Interest Group members, Marilu Lam-Herrera from CPA Western School of Business and Lauren Totino and Aaron Kessler from MIT.