MARCH MEETING: Thursday, March 19, 2026 at 5:30pm (US Central)
LOCATION:
ESAM Conference Room, Tech M416
2145 Sheridan Road, Evanston, IL 60208
AGENDA:
5:30pm - Meet and greet with refreshments
6:00pm - Talk with Dawei Xie, PhD student, Department of Computer Science, Northwestern University, working with Prof. Marcelo Worsley in the tiilt Lab.
TALK TITLE:
AI-Augmented Learning Analytics for Understanding Collaborative Discussions
ABSTRACT:
Collaborative learning has been recognized as an important skill for the 21st century, yet understanding what constitutes high-quality collaborative discussion remains a challenge. This talk explores how AI systems might move beyond traditional behavioral metrics to support nuanced semantic interpretations of collaborative learning. I present our recent work on an AI-augmented analytics system that transforms real-time group discussions into structured representations, and enables educators to explore collaboration quality through interaction with a conversational agent. I discuss both the technical architecture and the design considerations around how users and AI can jointly shape analytical outputs. Finally, I share findings on how this interplay can afford richer, more grounded sensemaking through analytical dialogue.
DATA SCIENCE NIGHTS are monthly meetings featuring presentations and discussions about data-driven science and complex systems, organized by Northwestern University graduate students and scholars. Students and researchers of all levels are welcome! For more information: http://bit.ly/nico-dsn
FUTURE DATES:
Data Science Nights will be held on Thursday evenings in the winter and spring terms, with future dates on April 30, and May 28, 2026.
Stefan Pate
Email