Stephen J.H. Yang

Stephen J.H. Yang

National Central University

H-index: 51

Asia-Taiwan

About Stephen J.H. Yang

Stephen J.H. Yang, With an exceptional h-index of 51 and a recent h-index of 36 (since 2020), a distinguished researcher at National Central University, specializes in the field of Artificial intelligence, Machine learning, Data science, Big data, Learning and education.

His recent articles reflect a diverse array of research interests and contributions to the field:

DNA of Learning Behaviors: A Novel Approach of Learning Performance Prediction by NLP

AI and big data in education: Learning patterns identification and intervention leads to performance enhancement

Guest editorial: Human-centered AI in education: Augment human intelligence with machine intelligence

Personalized Intervention based on the Early Prediction of At-risk Students to Improve Their Learning Performance

Effects of artificial Intelligence–Enabled personalized recommendations on learners’ learning engagement, motivation, and outcomes in a flipped classroom

A review of ai-driven conversational chatbots implementation methodologies and challenges (1999–2022)

Trustworthy and Explainable AI for Learning Analytics

A quality data set for data challenge: featuring 160 students’ learning behaviors and learning strategies in a programming course

Stephen J.H. Yang Information

University

Position

Chair Professor

Citations(all)

12192

Citations(since 2020)

5492

Cited By

15837

hIndex(all)

51

hIndex(since 2020)

36

i10Index(all)

141

i10Index(since 2020)

70

Email

University Profile Page

National Central University

Google Scholar

View Google Scholar Profile

Stephen J.H. Yang Skills & Research Interests

Artificial intelligence

Machine learning

Data science

Big data

Learning and education

Top articles of Stephen J.H. Yang

Title

Journal

Author(s)

Publication Date

DNA of Learning Behaviors: A Novel Approach of Learning Performance Prediction by NLP

Computers and Education: Artificial Intelligence

Chien-Chang Lin

Eddie SJ Cheng

Anna YQ Huang

Stephen JH Yang

2024/4/24

AI and big data in education: Learning patterns identification and intervention leads to performance enhancement

Information and Technology in Education and Learning

Stephen JH Yang

Chien-Chang Lin

Anna YQ Huang

Owen HT Lu

Chia-Chen Hou

...

2023

Guest editorial: Human-centered AI in education: Augment human intelligence with machine intelligence

Stephen JH Yang

Hiroaki Ogata

Tatsunori Matsui

2023/1/1

Personalized Intervention based on the Early Prediction of At-risk Students to Improve Their Learning Performance

Educational Technology & Society

Anna YQ Huang

Jei Wei Chang

Albert CM Yang

Hiroaki Ogata

Shun Ting Li

...

2023/10/1

Effects of artificial Intelligence–Enabled personalized recommendations on learners’ learning engagement, motivation, and outcomes in a flipped classroom

Computers & Education

Anna YQ Huang

Owen HT Lu

Stephen JH Yang

2023/3/1

A review of ai-driven conversational chatbots implementation methodologies and challenges (1999–2022)

Chien-Chang Lin

Anna YQ Huang

Stephen JH Yang

2023/2/22

Trustworthy and Explainable AI for Learning Analytics

Min-Jia Li

Shun-Ting Li

Albert CM Yang

Anna YQ Huang

Stephen JH Yang

2023

A quality data set for data challenge: featuring 160 students’ learning behaviors and learning strategies in a programming course

the 30th International Conference on Computers in Education. Asia-Pacific Society for Computers in Education

OHT Lu

AY Huang

B Flanagan

Hiroaki Ogata

SJ Yang

2022

Learning and evidence analytics framework (LEAF): Research and practice in international collaboration

Information and Technology in Education and Learning

Hiroaki Ogata

Rwitajit Majumdar

Stephen JH Yang

Jayakrishnan M Warriem

2022

Precision education-a new challenge for AI in education

Journal of Educational Technology & Society

Stephen JH Yang

2021

Automatic question generation for repeated testing to improve student learning outcome

Danny CL Tsai

Anna YQ Huang

Owen HT Lu

Stephen JH Yang

2021/7/12

Human-centered artificial intelligence in education: Seeing the invisible through the visible

Computers and Education: Artificial Intelligence

Stephen JH Yang

Hiroaki Ogata

Tatsunori Matsui

Nian-Shing Chen

2021/1/1

Exploring Learning Strategies by Sequence Clustering and Analysing their Correlation with Student's Engagement and Learning Outcome

Jim BJ Huang

Anna YQ Huang

Owen HT Lu

Stephen JH Yang

2021/7/12

Expert-authored and machine-generated short-answer questions for assessing students learning performance

Educational Technology & Society

Owen HT Lu

Anna YQ Huang

Danny CL Tsai

Stephen JH Yang

2021/7/1

Predicting at-risk university students based on their e-book reading behaviours by using machine learning classifiers

Australasian Journal of Educational Technology

Cheng-Huan Chen

Stephen JH Yang

Jian-Xuan Weng

Hiroaki Ogata

Chien-Yuan Su

2021/6/27

Short answer questions generation by Fine-Tuning BERT and GPT-2

Proceedings of the 29th International Conference on Computers in Education Conference, ICCE

D Tsai

W Chang

S Yang

2021/11

Impact of teachers’ grading policy on the identification of at-risk students in learning analytics

Computers & Education

Owen HT Lu

Anna YQ Huang

Stephen JH Yang

2021/4/1

Predicting students’ academic performance by using educational big data and learning analytics: evaluation of classification methods and learning logs

Interactive Learning Environments

Anna YQ Huang

Owen HT Lu

Jeff CH Huang

CJ Yin

Stephen JH Yang

2020/2/17

Evaluation of classification algorithms for predicting students’ learning performance based on bookroll reading logs

Anna Yu-Qing Huang

Owen Hsin-Tes Lu

Stephen JH Yang

2020

The implementation of precision education for learning analytics

Jian-Xuan Weng

Anna YQ Huang

Owen HT Lu

Irene YL Chen

Stephen JH Yang

2020/12/8

See List of Professors in Stephen J.H. Yang University(National Central University)

Co-Authors

H-index: 104
Gwo-Jen Hwang

Gwo-Jen Hwang

National Taiwan University of Science and Technology

H-index: 75
Nian-Shing Chen

Nian-Shing Chen

National Yunlin University of Science and Technology

H-index: 41
Wu-Yuin Hwang

Wu-Yuin Hwang

National Central University

H-index: 7
Tosti H.C. Chiang

Tosti H.C. Chiang

National Taiwan Normal University

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