Study on Online Learning Behavior Analysis and Performance Prediction Based on Improved Random Forest Algorithm

Author:

Liu Dongxu

Publisher

Scientific Research Publishing, Inc.

Subject

General Economics, Econometrics and Finance

Reference15 articles.

1. Arafiyah, R., Hasibuan, Z. A., & Santoso, H. B. (2020). Monitoring Online Learners Performance Based on Learning Progress Prediction. AIP Conference Proceedings, 2331, Article ID: 060012.

2. Early Detection Prediction of Learning Outcomes in Online Short-Courses via Learning Behaviors

3. Fan, L. (2019). Student Achievement Prediction Model Based on Big Data in the Context of Intelligent Education. China Computer & Communication, 24, 223-225.

4. Lee, C. A., Tzeng, J. W., Huang, N. F. et al. (2021). Prediction of Student Performance in Massive Open Online Courses Using Deep Learning System Based on Learning Behaviors. Educational Technology & Society, 24, 130-146.

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