“Keep up the good work!”: Using Constraints in Zero Shot Prompting to Generate Supportive Teacher Responses

EM Perkoff, AM Ramirez, S Von Bayern… - Proceedings of the …, 2024 - aclanthology.org
Educational dialogue systems have been used to support students and teachers for
decades. Such systems rely on explicit pedagogically motivated dialogue rules. With the …

Investigating dialogic interaction in K12 online one-on-one mathematics tutoring using AI and sequence mining techniques

D Wang, D Shan, R Ju, B Kao, C Zhang… - Education and Information …, 2024 - Springer
Online one-on-one tutoring serves as a supplementary approach to traditional classroom
instruction. It has been shown to enhance personalized learning and academic …

Are perfect transcripts necessary when we analyze classroom dialogue using AIoT?

D Wang, G Chen - Internet of Things, 2024 - Elsevier
Classroom dialogue plays a crucial role in enhancing the quality of teaching and learning.
Many researchers have utilized artificial intelligence (AI) and Internet of things (IoT) to …

The Interplay of Learning Analytics and Artificial Intelligence

J Jovanovic - 2024 19th Conference on Computer Science and …, 2024 - ieeexplore.ieee.org
The widespread use of digital systems and tools in education has opened up opportunities
for collecting, measuring, and analysing data about user (learner, teacher) interactions with …

On the Interpretability of Deep Learning Models for Collaborative Argumentation Analysis in Classrooms

D Wang, G Chen - Proceedings of the 62nd Annual Meeting of the …, 2024 - aclanthology.org
Collaborative argumentation holds significant potential for enhancing students' learning
outcomes within classroom settings. Consequently, researchers have explored the …

When One Tutor Handles Students from Different Educational Levels: Their Dialogic Interactions in Online One-on-one Tutoring

D Wang, L Gao, X Niu, G Chen… - Proceedings of the 18th …, 2024 - repository.isls.org
To investigate how a single tutor interacts with students from different educational levels in
online one-on-one tutoring, this study analyzed 300 dialogues from these tutors and …