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Author

H. D. Surjono

2 papers indexed here

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Review Open access 2026

Popularity Bias and Category Diversity in Review-Based Rating Prediction for E-Commerce: An Empirical Study on Indonesian Marketplace Data

Online marketplaces increasingly rely on user reviews to estimate product quality. However, most empirical comparisons of review-based prediction models report only aggregate accuracy and overlook how item popularity and category composition shape that accuracy. This study presents a controlled empirical analysis of re...

Andy Supriyadi, H. D. Surjono, H. Jati · 0 citations
Open access Jul 2026

Human–AI Co-Regulation in Adaptive Learning: Developing GPT-Supported Self-Regulated Learning Models

Background The rapid integration of generative artificial intelligence into higher education has created new opportunities for supporting adaptive learning and self-regulated learning. However, existing adaptive learning systems primarily emphasize automated personalization and feedback, with limited attention to how l...

MUH. Husein Baysha, Anik Ghufron, H. D. Surjono et al. · 0 citations

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