L@S

Assessing @ Scale

Wed Jul 1, 3:45 PM–5:00 PM · North 203

Automated Assessment & Scoring Learning at Scale & MOOCs

★ Notable speakers

Sidney D'Mello ★★ — Affective computing; affect and engagement detection in intelligent learning environments; mind-wandering during learning

Candace Thille ★★ — Founding the Open Learning Initiative (OLI) at CMU (2002); applying learning sciences to open adaptive learning; MOOCs and large-scale online learning; Director of Learning Science at Amazon; Associate Professor at Stanford GSE

Xavier Ochoa ★ — Multimodal learning analytics, AI/sensor-based classroom feedback tools, video-based learning

Chris Piech ★ — Deep knowledge tracing; large-scale CS education; student modeling at Stanford

A session grouping L@S papers on assessment methods and feedback systems designed to function at scale.

3 talks in this session

Measuring Creativity at Scale via Multimodal Large Language Models

Armanda Lewis, Xavier Ochoa

Generative AI & Large Language Models Automated Assessment & Scoring Multimodal Learning Analytics

A Large-Scale Observational Study on Obtaining Lightweight, Randomized Weekly Student Feedback

Yunsung Kim, Hansol Lee, Candace Thille, Chris Piech

Higher Education Teachers & Professional Development Learning at Scale & MOOCs

Testing an AI-Enhanced Coached-Tutor Professional Learning Model for Scaling High-Dosage Tutoring

Robert Moulder, Sandra Sawaya, Sidney D'Mello

Automated Feedback Tutoring & Pedagogical Strategies Teachers & Professional Development