Recognizing Multi-Party Epistemic Dialogue Acts During Collaborative Game-Based Learning Using Large Language Models

H Acosta, S Lee, H Bae, C Feng, J Rowe… - International Journal of …, 2024 - Springer
Understanding students' multi-party epistemic and topic based-dialogue contributions, or
how students present knowledge in group-based chat interactions during collaborative …

The Relationship between Co-Creative Dialogue and High School Learners' Satisfaction with Their Collaborator in Computational Music Remixing

GA Katuka, AR Webber, JB Wiggins, KE Boyer… - Proceedings of the …, 2022 - dl.acm.org
Co-creative proccesses between people can be characterized by rich dialogue that carries
each person's ideas into the collaborative space. When people co-create an artifact that is …

Equitable Student Collaboration in Pair Programming

I Graßl, G Fraser - Proceedings of the 46th International Conference on …, 2024 - dl.acm.org
Pair programming is considered a very beneficial method for software development and is
gaining increased attention in computer science education. Both partners in a programming …

Automatically Predicting Peer Satisfaction during Collaborative Learning with Linguistic, Acoustic, and Visual Features.

Y Ma, GA Katuka, M Celepkolu, KE Boyer - Journal of Educational Data …, 2023 - ERIC
Collaborative learning has numerous benefits such as enhancing learners' critical thinking,
develo** social skills, and improving learning gains. While engaging in this interactive …

Investigating the relationship between dialogue states and partner satisfaction during co-creative learning tasks

AE Griffith, GA Katuka, JB Wiggins, KE Boyer… - International Journal of …, 2023 - Springer
Collaborative learning offers numerous benefits to learners, largely due to the dialogue that
is unfolding between them. However, there is still much to learn about the structure of …

Investigating Multimodal Predictors of Peer Satisfaction for Collaborative Coding in Middle School.

Y Ma, GA Katuka, M Celepkolu, KE Boyer - International Educational Data …, 2022 - ERIC
Collaborative learning is a complex process during which two or more learners exchange
opinions, construct shared knowledge, and solve problems together. While engaging in this …

Collaboration at Scale: Exploring Member Role Changing Patterns in Collaborative Science Problem-solving Tasks

H Yang, N Alozie, A Rachmatullah - … of the Ninth ACM Conference on …, 2022 - dl.acm.org
Our work-in-progress paper explores students' role-changing patterns while working on
science tasks in small groups. Grounded on the Collaboration Conceptual Model, we …

Investigating Automatic Dialogue Act Classification in Collaborative Learning Through Federated Transfer Learning and Cross-Corpora Domain Adaptation

GA Katuka - 2024 - search.proquest.com
Dialogue act (DA) classification plays an important role in understanding, interpreting and
modeling dialogue. Dialogue acts (DAs) represent the intended meaning of an utterance …

Modeling Dialogue and Moments of Uncertainty in Collaborative Learning for Computer Science

FJ Rodríguez - 2021 - search.proquest.com
In computer science education, introductory computer programming courses tend to be the
most challenging for novices, with higher dropout rates than other computer science …