Collin Lynch

Associate Professor, Computer Science, North Carolina State University

Joined

July 2019

Names

Collin Lynch

Collin F. Lynch

Emails

****@ncsu.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Computer Science, North Carolina State University (ncsu.edu)

2016 – Present

Postdoc

Computer Science, North Carolina State University (ncsu.edu)

2014 – 2016

PhD student

Intelligent Systems Program, University of Pittsburgh (pitt.edu)

2008 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Kevin D. Ashley

2006 – 2014

Expertise

Intelligent Systems

Present

AI in Education

Present

Educational Data Mining

Present

Publications

Using Survival Analysis to Model Students' Patience in Online Office Hour Queues
Zhikai Gao, Adam M. Gaweda, Collin F. Lynch, Sarah Heckman, Damilola Babalola, Gabriel Silva de Oliveira
- SIGCSE (2) 2024
- Readers: Everyone
Exploring Novice Programmers' Testing Behavior: A First Step to Define Coding Struggle
Gabriel Silva de Oliveira, Zhikai Gao, Sarah Heckman, Collin F. Lynch
- SIGCSE (1) 2024
- Readers: Everyone
Automatically Detecting Confusion and Conflict During Collaborative Learning Using Linguistic, Prosodic, and Facial Cues
Yingbo Ma, Yukyeong Song, Mehmet Celepkolu, Kristy Elizabeth Boyer, Eric N. Wiebe, Collin F. Lynch, Maya Israel
- CoRR 2024
- Readers: Everyone
Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models
Muntasir Hoq, Yang Shi, Juho Leinonen, Damilola Babalola, Collin F. Lynch, Thomas W. Price, Bita Akram
- SIGCSE (1) 2024
- Readers: Everyone
Who uses office hours? a comparison of in-person and virtual office hours utilization
Zhikai Gao, Sarah Heckman, Collin Lynch
- 18 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
"I remember how to do it": exploring upper elementary students' collaborative regulation while pair programming using epistemic network analysis
Jessica Vandenberg, Collin F. Lynch, Kristy Elizabeth Boyer, Eric N. Wiebe
- Comput. Sci. Educ. 2023
- Readers: Everyone
Confusion, Conflict, Consensus: Modeling Dialogue Processes During Collaborative Learning with Hidden Markov Models
Toni V. Earle-Randell, Joseph B. Wiggins, Julianna Martinez Ruiz, Mehmet Celepkolu, Kristy Elizabeth Boyer, Collin F. Lynch, Maya Israel, Eric N. Wiebe
- AIED 2023
- Readers: Everyone
How Noisy is Too Noisy? The Impact of Data Noise on Multimodal Recognition of Confusion and Conflict During Collaborative Learning
Yingbo Ma, Mehmet Celepkolu, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe, Maya Israel
- ICMI 2023
- Readers: Everyone
Detecting ChatGPT-Generated Code in a CS1 Course
Muntasir Hoq, Yang Shi, Juho Leinonen, Damilola Babalola, Collin F. Lynch, Bita Akram
- Published: 01 Jan 2023, Last Modified: 31 Jan 2024
- LLM@AIED 2023
- Readers: Everyone
Exploration of the Week-by-Week ICAP Transitions by Students
Adam M. Gaweda, Collin F. Lynch
- SIGCSE (2) 2022
- Readers: Everyone

View all 118 publications

Co-Authors

View all 106 co-authors