Author

E. Darmanto

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Open access Aug 2026

Benchmarking Yolov8n, Yolov11n, and Yolov12n for Smart Road Pothole Detection

Road potholes present a considerable threat to traffic safety, highlighting the need for precise and efficient automatic detection in road-monitoring systems. Although recent research has utilized various YOLO-based models for detecting potholes, there is a scarcity of comparative evaluations of the newest lightweight...

Ilham Arif Febriansyah, E. Darmanto, Pratomo Setiaji · EDUMATIC: Jurnal Pendidikan... · 0 citations

Open access Aug 2026

Decision Support System for Furniture Product Recommendation Using Item-Based Collaborative Filtering and Min-Max Normalization

The increasing variety of furniture products available in the market makes it difficult for consumers to identify products that best match their preferences. Conventional product selection is often carried out manually, requiring consumers to compare product specifications one by one, which is time-consuming and may le...

KharisatunNisa, E. Darmanto, Arif Setiawan · INOVTEK Polbeng - Seri Infor... · 0 citations

Review Open access Aug 2026

Sentiment Analysis of User Reviews for the Locket Widget Application on Google Play Store Using the Naive Bayes Classifier

User reviews on the Google Play Store contain valuable opinions that can be utilised to evaluate application quality, including the Locket Widget application. This study aims to classify user review sentiment into positive, neutral, and negative categories using the Naive Bayes Classifier algorithm with Term Frequency–...

Athia Aisy Bakhita, Arif Setiawan, E. Darmanto · INOVTEK Polbeng - Seri Infor... · 0 citations