S, M. and Utami, E. 2025. Traffic Violation Clustering Using K-Medoids and Word Cloud Visualization. Journal of Information Systems and Informatics. 7, 1 (Mar. 2025), 250-271. DOI:https://doi.org/10.51519/journalisi.v7i1.1002.