4 papers
Million Tutoring Moves (MTM): An Open Multimodal Dataset for the Science of Tutoring
René Kizilcec, Kirk Vanacore, Zhuqian Zhou +8
We introduce the Million Tutoring Moves (MTM) project, an open dataset initiative aimed at advancing the science of tutoring through large-scale, reusable, and multimodal interacti…
An Integrated Platform for Studying Learning with Intelligent Tutoring Systems: CTAT+TutorShop
Vincent Aleven, Conrad Borchers, Yun Huang +6
Intelligent tutoring systems (ITSs) are effective in helping students learn; further research could make them even more effective. Particularly desirable is research into how stude…
TRESTLE: A Model of Concept Formation in Structured Domains
Christopher J. MacLellan, Erik Harpstead, Vincent Aleven +1
The literature on concept formation has demonstrated that humans are capable of learning concepts incrementally, with a variety of attribute types, and in both supervised and unsup…
How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging
Qianou Ma, Hua Shen, Kenneth Koedinger +1
Large Language Models (LLMs) now excel at generative skills and can create content at impeccable speeds. However, they are imperfect and still make various mistakes. In a Computer…