Collin Lynch

Collin Lynch

North Carolina State University

H-index: 23

North America-United States

About Collin Lynch

Collin Lynch, With an exceptional h-index of 23 and a recent h-index of 18 (since 2020), a distinguished researcher at North Carolina State University, specializes in the field of Artificial Intelligence, AI and Law, AI and Education, Electronic Voting, Educational Data Mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

Exploring Novice Programmers' Testing Behavior: A First Step to Define Coding Struggle

The impact of near-peer virtual agents on computer science attitudes and collaborative dialogue

Automatically Detecting Confusion and Conflict During Collaborative Learning Using Linguistic, Prosodic, and Facial Cues

Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models

Using Survival Analysis to Model Students' Patience in Online Office Hour Queues

Using Social Network Analysis to Evaluate the Functioning of a Class With Multiple Collaborating Groups

“I remember how to do it”: exploring upper elementary students’ collaborative regulation while pair programming using epistemic network analysis

Detecting chatgpt-generated code in a cs1 course

Collin Lynch Information

University

Position

___

Citations(all)

2993

Citations(since 2020)

1241

Cited By

2151

hIndex(all)

23

hIndex(since 2020)

18

i10Index(all)

62

i10Index(since 2020)

40

Email

University Profile Page

North Carolina State University

Google Scholar

View Google Scholar Profile

Collin Lynch Skills & Research Interests

Artificial Intelligence

AI and Law

AI and Education

Electronic Voting

Educational Data Mining

Top articles of Collin Lynch

Title

Journal

Author(s)

Publication Date

Exploring Novice Programmers' Testing Behavior: A First Step to Define Coding Struggle

Gabriel Silva de Oliveira

Zhikai Gao

Sarah Heckman

Collin Lynch

2024/3/7

The impact of near-peer virtual agents on computer science attitudes and collaborative dialogue

International Journal of Child-Computer Interaction

Toni V Earle-Randell

Joseph B Wiggins

Yingbo Ma

Mehmet Celepkolu

Dolly Bounajim

...

2024/6/1

Automatically Detecting Confusion and Conflict During Collaborative Learning Using Linguistic, Prosodic, and Facial Cues

arXiv preprint arXiv:2401.15201

Yingbo Ma

Yukyeong Song

Mehmet Celepkolu

Kristy Elizabeth Boyer

Eric Wiebe

...

2024/1/26

Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models

Muntasir Hoq

Yang Shi

Juho Leinonen

Damilola Babalola

Collin Lynch

...

2024/3/7

Using Survival Analysis to Model Students' Patience in Online Office Hour Queues

Zhikai Gao

Adam Gaweda

Collin Lynch

Sarah Heckman

Damilola Babalola

...

2024/3/14

Using Social Network Analysis to Evaluate the Functioning of a Class With Multiple Collaborating Groups

Proceedings of the 17th International Conference of the Learning Sciences-ICLS 2023, pp. 1382-1385

Brayan Díaz

Cesar Delgado

Collin Lynch

Kevin Han

2023

“I remember how to do it”: exploring upper elementary students’ collaborative regulation while pair programming using epistemic network analysis

Computer Science Education

Jessica Vandenberg

Collin Lynch

Kristy Elizabeth Boyer

Eric Wiebe

2023/7/3

Detecting chatgpt-generated code in a cs1 course

Muntasir Hoq

Yang Shi

Juho Leinonen

Damilola Babalola

Collin Lynch

...

2023

Too long to wait and not much to do: Modeling student behaviors while waiting for help in online office hours.

Proceedings of the 7th Educational Data Mining in Computer Science Education (CSEDM) Workshop

Zhikai Gao

Collin Lynch

Sarah Heckman

2023/7

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

...

2023/6/26

Improving Graduate Engineering Education through Communities of Practice Approach: Analysis of Implementation in Computer Science, Robotics, and Construction Engineering Courses

Collin F Lynch

Kevin Han

Cesar Delgado

Brayan Alexander Díaz

2023/6/25

Analysis of Student Pair Teamwork Using GitHub Activities

Journal of Educational Data Mining

Niki Gitinabard

Zhikai Gao

Sarah Heckman

Tiffany Barnes

Collin F Lynch

2023/3/15

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 Wiebe

...

2023/10/9

Designing a dashboard for student teamwork analysis

Niki Gitinabard

Sarah Heckman

Tiffany Barnes

Collin Lynch

2022/2/22

Predictive Student Modelling in an Online Reading Platform

Proceedings of the AAAI Conference on Artificial Intelligence

Effat Farhana

Teomara Rutherford

Collin F Lynch

2022/6/28

It's Challenging but Doable: Lessons Learned from a Remote Collaborative Coding Camp for Elementary Students

Yingbo Ma

Julianna Martinez Ruiz

Timothy D Brown

Kiana-Alize Diaz

Adam M Gaweda

...

2022/2/22

FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source

arXiv preprint arXiv:2206.10318

Aman Kumar

Akshay G Bharadwaj

Binil Starly

Collin Lynch

2022/5/24

Two-computer pair programming: Exploring a feedback intervention to improve collaborative talk in elementary students

Computer Science Education

Zarifa Zakaria

Jessica Vandenberg

Jennifer Tsan

Danielle Cadieux Boulden

Collin F Lynch

...

2022/1/2

You asked, now what? Modeling Students' Help-Seeking and Coding actions from Request to Resolution

Journal of Educational Data Mining

Zhikai Gao

Bradley Erickson

Yiqiao Xu

Collin Lynch

Sarah Heckman

...

2022/12/18

Exploration of the Week-by-Week ICAP Transitions by Students

Adam M Gaweda

Collin F Lynch

2022/3/3

See List of Professors in Collin Lynch University(North Carolina State University)