What matters in AI-supported learning: A study of human-AI interactions in language learning using cluster analysis and epistemic network analysis

X Wang, Q Liu, H Pang, SC Tan, J Lei, MP Wallace… - Computers & …, 2023 - Elsevier
This study investigates how students interact with artificial intelligence (AI) for English as a
Foreign Language (EFL) learning and what matters in AI-supported EFL learning. It was …

Students' social-cognitive engagement in online discussions

Z Liu, N Zhang, X Peng, S Liu, Z Yang - Educational Technology & Society, 2023 - JSTOR
Grounded on constructivism, mining a complex mix of social and cognitive interrelations is
key to understanding collaborative discussion in online learning. A single examination of …

Modeling trust dimensions and dynamics in human-agent conversation: A trajectory epistemic network analysis approach

M Li, AV Kamaraj, JD Lee - International Journal of Human …, 2024 - Taylor & Francis
Human-AI conversation provides a natural, unobtrusive, yet under-explored way to
investigate trust dynamics in human-AI teams (HATs). In this paper, we modeled dynamic …

Pre-service student teachers' metacognition in an online learning community: An epistemic network analysis

L Zhao, S Wang, YS Su - Education and Information Technologies, 2024 - Springer
Pre-service student teachers (PSSTs) should improve their metacognition in order to support
their long-term development in their future complex teaching and learning lives. Although …

Using Epistemic Network Analysis to Explore Primary School Students' Computational Thinking in Pair Programming Learning

YS Su, S Wang, X Liu - Journal of Educational Computing …, 2024 - journals.sagepub.com
Pair programming (PP) can help improve students' computational thinking (CT), but the
trajectory of CT skills and the differences between high-scoring and low-scoring students in …

AI-supported idea-developing discourse to foster professional agency within Teacher Communities for STEAM Lesson design in Knowledge Building environment

HY Hong, MJ Chen, CH Chang, LT Tseng… - Computers & Education, 2025 - Elsevier
This study employed design-based research, comprising two design cycles to empower
teachers' agency when they are engaged in STEAM lesson design. Cycle-1 focused on the …

Investigating cognitive engagement patterns in online collaborative learning: a temporal learning analytic study

J Zhou, J Ye - Interactive Learning Environments, 2024 - Taylor & Francis
Online collaborative learning (OCL) has become a common instructional strategy in higher
education for developing students' skills in collaboration, problem-solving, and critical …

Exploration of the characteristics of teachers' multimodal behaviours in problem‐oriented teaching activities with different response levels

Q Liu, X Zheng, Y Liu, L Wu, S Zhang… - British Journal of …, 2024 - Wiley Online Library
Problem‐oriented teaching (POT) activities are important in classroom instruction. The level
of student response can be influenced by different teacher behaviours in POT. However, the …

Exploring the effects of role scripts and goal-orientation scripts in collaborative problem-solving learning

Y Lu, KR Li, Z Sun, N Ma, YF Sun - Education and Information …, 2023 - Springer
Collaborative problem-solving (CPS) learning is increasingly valued for its role in promoting
higher-order thinking of learners. Despite the widespread application of role scripts in CPS …

Exploring the characteristics of undergraduates' Critical thinking development in peer interaction via epistemic network analysis

X Geng, Y Zhan, H You, L Zhao - Thinking Skills and Creativity, 2024 - Elsevier
Although peer interaction has been considered a way to develop students' critical thinking,
there has been a lack of comprehensive exploration of the teaching strategy of analyzing …