DNA of learning behaviors: A novel approach of learning performance prediction by NLP
Computers and Education: Artificial Intelligence,
6,
2024-06-01
[
Artificial intelligence in education,Learning behavior analysis,Learning performance prediction,Natural language processing,Teaching/learning strategies
]
Artificial intelligence in intelligent tutoring systems toward sustainable education: a systematic review
Smart Learning Environments,
10,
1,
2023-12-01
[
Artificial intelligence,Education sustainability,Intelligent tutoring system,Massive open online course,Sustainable education
]
Effects of artificial Intelligence–Enabled personalized recommendations on learners’ learning engagement, motivation, and outcomes in a flipped classroom
Computers and Education,
194,
2023-03-01
[
Data science applications in education,Distance education and online learning,Improving classroom teaching
]
Feasibility and Accessibility of Human-centered AI-based Simulation System for Improving the Occupational Safety of Clinical Workplace
Educational Technology and Society,
26,
1,
160-170,
2023-01-01
[
Clinical waste management,Needle stick sharp injury,Virtual reality
]
Personalized Intervention based on the Early Prediction of At-risk Students to Improve Their Learning Performance
Educational Technology and Society,
26,
4,
69-89,
2023-01-01
[
Artificial intelligence,Machine learning,Personalized intervention,Self-regulated learning
]
Impact of teachers’ grading policy on the identification of at-risk students in learning analytics
Computers and Education,
163,
2021-04-01
[
At-risk students,Data imbalance,Grading policy,Learning analytics
]
Expert Authored and Machine Generated Short Answer Questions for Assessing Students Learning Performance
Educational Technology and Society,
24,
3,
159-173,
2021-01-01
[
Automatic question generation,Learning performance,Artificial intelligence,Practice testing,Turing test
]
Can self-regulated learning intervention improve student reading performance in flipped classrooms?
International Journal of Online Pedagogy and Course Design,
10,
4,
1-13,
2020-10-01
[
E-Book Reading Log,Learning Performance,Learning Strategy,Online Learning,Self-Efficacy,Self-Regulated Learning
]
Predicting students’ academic performance by using educational big data and learning analytics: evaluation of classification methods and learning logs
Interactive Learning Environments,
28,
2,
206-230,
2020-02-17
[
academic performance , classification methods , Educational big data , learning analytics , learning logs
]
Exploring the effects of online learning behaviors on short-term and long-term learning outcomes in flipped classrooms
Interactive Learning Environments,
27,
8,
1160-1177,
2019-11-17
[
Flipped classroom , learning analytics , learning behaviors , learning outcome , multiple linear regression
]
Applying learning analytics for the early prediction of students' academic performance in blended learning
Educational Technology and Society,
21,
2,
220-232,
2018-01-01
[
Blended learning,Educational big data,Learning analytics,MOOCs,Principal component regression
]
Predicting students’ academic performance using multiple linear regression and principal component analysis
Journal of Information Processing,
26,
170-176,
2018-01-01
[
Learning analytics , Multiple linear regression , Principal component analysis
]
Applying learning analytics for improving students engagement and learning outcomes in an MOOCs enabled collaborative programming course
Interactive Learning Environments,
25,
2,
220-234,
2017-02-17
[
big data analytics , collaborative programming , Learning analytics , MOOCs , self-regulated learning
]
Mining time-interval sequential patterns with high utility from transaction databases
Journal of Advanced Computational Intelligence and Intelligent Informatics,
20,
6,
1018-1026,
2016-11-01
[
Sequential pattern mining,Time interval,Utility
]
研討會著作
Trustworthy and Explainable AI for Learning Analytics
3-12,
2024-01-01
[
Explainable AI,Learning Analytics 1,Trustworthy
]
A Quality Data Set for Data Challenge: Featuring 160 Students' Learning Behaviors and Learning Strategies in a Programming Course
64-73,
2022-11-28
[
AIED,Educational data,learning analytics
]
Considering temporal features in early prediction of at-risk students
350-351,
2021-07-01
[
Early prediction,Learning analytics,Long-Short-Term-Memory
]
Exploring learning strategies by sequence clustering and analysing their correlation with student's engagement and learning outcome
360-362,
2021-07-01
[
Learning analytics,Learning outcome,Learning strategies,Sequence clustering,Student engagement
]
Automatic question generation for repeated testing to improve student learning outcome
339-341,
2021-07-01
[
Automatic question generation,Learning outcome,Repeated testing
]
The implementation of precision education for learning analytics
327-332,
2020-12-08
[
Diagnosis,Learning analytics,Precision education,Prediction,Prevention,SQ3R,Treatment
]
Using sequence clustering to unveil students' learning strategies and explore the relationship with cognitive load
267-271,
2020-11-23
[
Cognitive Load,Learning Strategies,Sequence Clustering
]
Sequence pattern mining for the identification of reading behavior based on SQ3R reading strategy
307-311,
2020-11-23
[
Computer-assisted learning,Reading strategy,SQ3R
]