Guoyi Wang
Biographic Data
| ID | 9058518 |
|---|---|
| NAME | Guoyi Wang |
| GIVEN NAMES | Guoyi |
| FAMILY NAME | Wang |
| SIGNATURE | WANG G |
| AFFILIATIONS | North Carolina State University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 0 |
Modeling learning behaviors and predicting performance in an intelligent tutoring system
To better understand the self-regulated learning process in online learning environments, this research applied a data mining method, the two-layer hidden Markov model (TL-HMM), to explore the patterns of learning activities. We analyzed 25,818 entries of behavior log data from an intelligent tutoring system. Results indicated that students with different learning outcomes demonstrated distinct learning patterns. Students who failed a problem set…
No prominent works on this page.
Modeling learning behaviors and predicting performance in an intelligent tutoring system
To better understand the self-regulated learning process in online learning environments, this research applied a data mining method, the two-layer hidden Markov model (TL-HMM), to explore the patterns of learning activities. We analyzed 25,818 entries of behavior log data from an intelligent tutoring system. Results indicated that students with different learning outcomes demonstrated distinct learning patterns. Students who failed a problem set…
Artificial Intelligence (1 works) · Computer Science (1 works) · Hidden Markov model (1 works) · Innovative Teaching and Learning Methods (1 works) · Machine learning (1 works) · Online and Blended Learning (1 works) · Online Learning and Analytics (1 works)