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.

Related Info

The Wednesdays@NICO Speaker Series returns on April 8th for the spring term, running through May 20th, 2026. Detailed speaker info will be shared in the coming weeks.

Speakers:

4/08/2026 - Yu-Ru Lin - University of Pittsburgh
4/15/2026 - Nihar Shah - Carnegie Mellon University
4/22/2026 - Michelle Birkett - Northwestern University
4/29/2026 - Lightning Talks with NU Scholars - Sign up here!
5/06/2026 - Daniel Stouffer - Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), Germany (NU Alum '07)
5/13/2026 - Hamsa Bastani - University of Pennsylvania
5/20/2026 - Andreia Sofia Teixeira - Northeastern University London

Location:

In person: Chambers Hall, 600 Foster Street, Lower Level
Remote option: Zoom links will be available

About the Speaker Series:

Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems, data science and network science. It brings together attendees ranging from graduate students to senior faculty who span all of the schools across Northwestern, from applied math to sociology to biology and every discipline in-between. Please visit: https://bit.ly/WedatNICO for information on future speakers.