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Pin‐Hui Li

Biographic Data

ID9493910
NAMEPin‐Hui Li
GIVEN NAMESPin‐Hui
FAMILY NAMELi
SIGNATURELI P H
AFFILIATIONSNational Cheng Kung University
ORCID0009-0000-4891-9372
VERIFIEDYes
TOTAL WORKS6
TOTAL CITATIONS0
AUTHOR COUNT6
EDITOR COUNT0
FIRST PUBLICATION YEAR2024
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Guided reflection in collaborative problem-solving

    Chia-ju Lin, Chia‐Ju Lin et al.•ARTICLE•Journal of Research on Technology…•2026

    This study examines the impact of guided reflection on students’ learning performance, reflective thinking, and collaborative interactions in STEM problem-solving. A reflection-support system integrating natural language processing (NLP) was developed to capture and analyze students’ discussion content in real time. A randomized controlled trial with 76 undergraduates in a Micro:bit autonomous vehicle workshop compared guided reflection prompts w…

  • Enhancing Flipped Learning With Convergent Feedback

    Open Access•Hsin‐Yu Lee, Pin‐Hui Li et al.•ARTICLE•European Journal of Education•2026

    While flipped learning promotes active learning in higher education, students often struggle with self‐regulation and motivation when facing complex content. Traditional search engines provide divergent feedback that can increase cognitive load and impede learning effectiveness. This study examined the impact of GPTutor, an AI‐powered tool integrating ChatGPT and Apple's Shortcuts to provide convergent feedback, on knowledge construction, motivat…

  • Leveraging ChatGPT in inquiry-based learning

    Pin‐Hui Li, Ting‐ting Wu et al.•ARTICLE•Journal of Research on Technology…•2025

    Self-reflection is a crucial bridge that connects learning experiences with knowledge construction, and it plays a vital role in enhancing higher-order thinking. This study developed a personalized reflective system that integrates generative AI, called Reflective GPT (RGPT), to investigate its effects on students’ learning outcomes and reflective processes in inquiry-based learning. RGPT provides personalized reflective prompts at each stage of …

  • Advancing self-directed learning in STEM education

    Chia‐Ju Lin, Wei‐Sheng Wang et al.•ARTICLE•Journal of Research on Technology…•2025

    Precision education employs technology to diagnose learning processes and provide adaptive feedback tailored to individual needs. This study explores the impact of generative AI as a learning aid to enhance self-directed learning (SDL) in STEM education. In a four-week randomized controlled trial with 72 university students, a GPT-based learning aid was compared to a traditional FAQ tool. The GPT-based aid, powered by large language models (LLMs)…

  • Enhancing students' learning outcomes in self‐regulated virtual reality learning environment with learning aid mechanisms

    Open Access•Wei‐Sheng Wang, Hsin‐Yu Lee et al.•ARTICLE•British Journal of Educational…•2025

    Virtual Reality (VR) has demonstrated significant advantages in various educational fields as it allows learners to actively learn in high interactivity and realism under their learning pace. However, for low‐achieving students, VR learning environments may introduce some challenges, which are problems encountered during their learning process, which lead to difficulties in self‐regulating their learning progress and becoming disoriented in the l…

  • Promoting Self-Regulation Progress and Knowledge Construction in Blended Learning via ChatGPT-Based Learning Aid

    Open Access•Ting‐ting Wu, Ting-Ting Wu et al.•ARTICLE•Journal of Educational Computing…•2024

    This study combines ChatGPT, Apple’s Shortcuts, and LINE to create the ChatGPT-based Intelligent Learning Aid (CILA), aiming to enhance self-regulation progress and knowledge construction in blended learning. CILA offers real-time, convergent information to learners’ inquiries, as opposed to traditional Google search engine that provide divergent information. By addressing questions promptly, CILA minimizes interruptions during the performance ph…

No prominent works on this page.

  • Promoting Self-Regulation Progress and Knowledge Construction in Blended Learning via ChatGPT-Based Learning Aid

    Open Access•Ting‐ting Wu, Ting-Ting Wu et al.•ARTICLE•Journal of Educational Computing…•2024

    This study combines ChatGPT, Apple’s Shortcuts, and LINE to create the ChatGPT-based Intelligent Learning Aid (CILA), aiming to enhance self-regulation progress and knowledge construction in blended learning. CILA offers real-time, convergent information to learners’ inquiries, as opposed to traditional Google search engine that provide divergent information. By addressing questions promptly, CILA minimizes interruptions during the performance ph…

  • Leveraging ChatGPT in inquiry-based learning

    Pin‐Hui Li, Ting‐ting Wu et al.•ARTICLE•Journal of Research on Technology…•2025

    Self-reflection is a crucial bridge that connects learning experiences with knowledge construction, and it plays a vital role in enhancing higher-order thinking. This study developed a personalized reflective system that integrates generative AI, called Reflective GPT (RGPT), to investigate its effects on students’ learning outcomes and reflective processes in inquiry-based learning. RGPT provides personalized reflective prompts at each stage of …

  • Advancing self-directed learning in STEM education

    Chia‐Ju Lin, Wei‐Sheng Wang et al.•ARTICLE•Journal of Research on Technology…•2025

    Precision education employs technology to diagnose learning processes and provide adaptive feedback tailored to individual needs. This study explores the impact of generative AI as a learning aid to enhance self-directed learning (SDL) in STEM education. In a four-week randomized controlled trial with 72 university students, a GPT-based learning aid was compared to a traditional FAQ tool. The GPT-based aid, powered by large language models (LLMs)…

  • Enhancing students' learning outcomes in self‐regulated virtual reality learning environment with learning aid mechanisms

    Open Access•Wei‐Sheng Wang, Hsin‐Yu Lee et al.•ARTICLE•British Journal of Educational…•2025

    Virtual Reality (VR) has demonstrated significant advantages in various educational fields as it allows learners to actively learn in high interactivity and realism under their learning pace. However, for low‐achieving students, VR learning environments may introduce some challenges, which are problems encountered during their learning process, which lead to difficulties in self‐regulating their learning progress and becoming disoriented in the l…

  • Guided reflection in collaborative problem-solving

    Chia-ju Lin, Chia‐Ju Lin et al.•ARTICLE•Journal of Research on Technology…•2026

    This study examines the impact of guided reflection on students’ learning performance, reflective thinking, and collaborative interactions in STEM problem-solving. A reflection-support system integrating natural language processing (NLP) was developed to capture and analyze students’ discussion content in real time. A randomized controlled trial with 76 undergraduates in a Micro:bit autonomous vehicle workshop compared guided reflection prompts w…

  • Enhancing Flipped Learning With Convergent Feedback

    Open Access•Hsin‐Yu Lee, Pin‐Hui Li et al.•ARTICLE•European Journal of Education•2026

    While flipped learning promotes active learning in higher education, students often struggle with self‐regulation and motivation when facing complex content. Traditional search engines provide divergent feedback that can increase cognitive load and impede learning effectiveness. This study examined the impact of GPTutor, an AI‐powered tool integrating ChatGPT and Apple's Shortcuts to provide convergent feedback, on knowledge construction, motivat…

Educational technology (6 works) · Innovative Teaching and Learning Methods (4 works) · Computer Science (3 works) · Mathematics education (3 works) · Online Learning and Analytics (3 works) · Psychology (3 works) · Analytics (2 works) · Artificial Intelligence in Healthcare and Education (2 works) · Blended Learning (2 works) · Cognition (2 works)

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