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2025The 10th International Conference on Computer Science and Computational Intelligence (ICCSCI)Online gambling detection

Online Gambling Promotion Detection in Indonesian YouTube Comments Using Semi-Supervised IndoBERT Classification

Santika, S. P., Saputra, M. A., Zahra, A., & Suhartono, D.

Abstract

The widespread promotion of online gambling through user-generated content on social media platforms has raised significant concerns, especially in regions with high internet penetration such as Indonesia. This research proposes a classification-based approach to detect online gambling promotional content in Indonesian-language YouTube comments using a semi-supervised learning strategy. A total of 10,101 comments were collected, of which 10% were manually labeled as either Promotion or Non-Promo

Publication Details

AuthorsSantika, S. P., Saputra, M. A., Zahra, A., & Suhartono, D.
JournalThe 10th International Conference on Computer Science and Computational Intelligence (ICCSCI)
Year2025