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Hyeon-woo Lee

Ewha Womans University · Computer Science

About the Lab

Professor Hyeon-woo Lee's research lab specializes in educational technology, instructional design, and AI-integrated learning systems. The lab focuses on generative learning theories, self-regulated learning, and the development of data-driven instructional models to enhance student outcomes. It also investigates AI and digital competence in educators, with an emphasis on diagnostic assessment and targeted professional development. Additionally, the lab explores advanced analytics in learning environments, including structural equation modeling and few-shot learning in biomedical image segmentation for medical education applications.

generative learningAI in educationself-regulated learninginstructional designeducational analytics

Research Overview

Papers
66
Total Citations
937
Papers (5y)
10
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
10total
2021
2022
2023
2024
2025
Citations per year (5y)
19total
20212022202320242025

Selected Papers

15
1
Article|185 citations·2010
Improving self-regulation, learning strategy use, and achievement with metacognitive feedback
Hyeon Woo Lee, Kyu Yon Lim, Barbara L. Grabowski
SJR Q1Educational Technology Research and Development
Developmental and Educational PsychologyPsychology
2
Article|123 citations·2014
Integrating user interface and personal innovativeness into the TAM for mobile learning in Cyber University
Young Ju Joo, Hyeon Woo Lee, Yoo-Kyoung Ham
SJR Q1Journal of Computing in Higher Education
Information Systems and ManagementDecision Sciences
3
Article|60 citations·2007
Generative Learning: Principles and Implications for Making Meaning
Hyeon Woo Lee, Kyu Yon Lim, Barbara L. Grabowski

Introduction 112 Making Meaning in Generative Learning 112 Generative Learning Foundations 112 Interrelationship of the Components of Generative Learning 113 Applied Research 114 Synthesis from the Learning Process Perspective 114 Synthesis from a Learning Outcomes Perspective 114 Recall 115 Comprehension 115 Higher Order Thinking 115 Self-Regulation Skill 121 Summary 121 Implications for Further Research 122 Motivation, Learner, and Knowledge Creation Processes 122 Instructor-Provided or Learne

Developmental and Educational PsychologyPsychology
4
Article|41 citations·2009
Generative Learning Strategies and Metacognitive Feedback to Facilitate comprehension of Complex Science Topics and Self-Regulation
Hyeon Woo Lee, Kyu Yon Lim, Barbara L. Grabowski
SJR Q4Journal of educational multimedia and hypermedia
Developmental and Educational PsychologyPsychology
5
Article|8 citations·2014
Does Touch-based Interaction in Learning with Interactive Images Improve Students’ Learning?
Hyeon Woo Lee
SJR Q1The Asia-Pacific Education Researcher
Information SystemsComputer Science
6
Preprint|8 citations·2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation
Hyeon Woo Lee, Mert R. Sabuncu, Adrian V. Dalca
arXiv (Cornell University)OA

We tackle biomedical image segmentation in the scenario of only a few labeled brain MR images. This is an important and challenging task in medical applications, where manual annotations are time-consuming. Current multi-atlas based segmentation methods use image registration to warp segments from labeled images onto a new scan. In a different paradigm, supervised learning-based segmentation strategies have gained popularity. These method consistently use relatively large sets of labeled trainin

Computer Vision and Pattern RecognitionComputer Science
7
Article|8 citations·2012
Does Digital Handwriting of Instructors Using the iPad Enhance Student Learning?
Hyeon Woo Lee, Kyu Yon Lim
SJR Q1The Asia-Pacific Education Researcher
EducationSocial Sciences
8
Article|7 citations·2011
An Application of Latent Variable Structural Equation Modeling for Experimental Research in Educational Technology.
Hyeon Woo Lee
˜The œturkish online journal of educational technology

As the technology-enriched learning environments and theoretical constructs involved in instructional design become more sophisticated and complex, a need arises for equally sophisticated analytic methods to research these environments, theories, and models. Thus, this paper illustrates a comprehensive approach for analyzing data arising from experimental studies using structural equation modeling (SEM) procedures that can formulate and test theories regarding how interventions affect observed o

EducationSocial Sciences
9
Article|5 citations·2017
The effects of cross-modality and level of self-regulated learning on knowledge acquisition with smartpads
Hye Yeon Lee, Hyeon Woo Lee
SJR Q1Educational Technology Research and Development
Information SystemsComputer Science
10
Article|5 citations·2021
The Effects of Digital Written Feedback on Paper-based Tests for College Students
Hyeon Woo Lee, Yoon Mi
SJR Q1The Asia-Pacific Education Researcher
EducationSocial Sciences
11
Article|5 citations·2012
The Effects of Self-regulated Learning Skills on Group Self-regulation, Group Performance, and Group Activity Satisfaction in Project-based Collaborative Learning
Hyeon Woo Lee
The Korean Journal of Educational Methodology Studies
Information SystemsComputer Science
12
Article|4 citations·2003
Performance analysis of downlink time switched transmit diversity in the WCDMA LCR-TDD system
Hyeon Woo Lee, Sung Jin Kim, Dan Keun Sung
SJR Q4IEICE Transactions on Communications
Electrical and Electronic EngineeringEngineering
13
Article|2 citations·2009
Investigating the Structural Relationship among Learner's Motivation, the Quality of Peer Review, and Performance in Web-blended Task-based Learning
Hyeon Woo Lee
Journal of Korean Association for Educational Information and Media
Information SystemsComputer Science
14
Article|1 citations·2019
An Analysis on the Difference of LMS Activities according to Academic Achievement of College Students in Off-line Courses
Hyeon Woo Lee
Korean Association for Educational Information and Media
Information SystemsComputer Science
15
Article|1 citations·2019
An analysis of the trends of undergraduates' academic achievement based on their admissions type in Korea
Hyeon Woo Lee, Hye Yeon Lee, Eun Jin Kim
SJR Q1Higher Education Quarterly

Abstract This study investigates the establishment and benefits of the comprehensive admissions type recently introduced into Korean universities. We analyse undergraduate students' academic achievement and career readiness across three different admissions types in a medium‐sized university: rolling, comprehensive and regular. First, a series of mixed ANOVAs examined longitudinal changes for academic achievement and a set of ANOVAs found differences for academic achievement, within each semeste

DemographySocial Sciences

Research Areas

Information SystemsEducationElectrical and Electronic EngineeringDevelopmental and Educational PsychologyAerospace EngineeringComputer Networks and Communications

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