Predictive analytics for learning performance in first-year university programming course

• Main Authors: Kartiwi, Mira, Gunawan, Teddy Surya, Md Yusoff, Nelidya
• Format: Proceeding Paper
• Language: English; English
• Published: IEEE 2024
• Subjects: TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/115855/7/115855_Predictive%20analytics%20for%20learning.pdf; http://irep.iium.edu.my/115855/8/115855_Predictive%20analytics%20for%20learning_Scopus.pdf; http://irep.iium.edu.my/115855/; https://ieeexplore.ieee.org/document/10675540; https://doi.org/10.1109/ICSIMA62563.2024.10675540

The increasing demand for programming skills has highlighted the need for effective teaching strategies to support student success in programming courses. Despite significant advancements in learning analytics, predictive models explicitly tailored to programming courses remain underexplored. This r...