Application of the K-Mean Clustering Algorithm in Traffic Accidents by Regency/City in Central Java Province in 2020
Abstract
The increase in population has resulted in the need for motorized vehicles so that it triggers traffic accidents. The grouping of traffic accident data is important to do, because it will make it easier for the police, especially the traffic accident unit in each district/city police station in Central Java province in reducing the number of traffic accidents. In this study, using Data Mining with the K-Means Algorithm with the aim of obtaining information about traffic accident data groups based on the incidence rate so that it is known the level of traffic accidents that occur in each district / city in the province of Central Java. By using the K-means algorithm, 3 clusters with different accident rates are obtained, cluster 1 is the low accident rate, cluster 2 is moderate, and cluster 3 is the highest accident rate
References
Allen, J., & Shockley, B. B. (1998). Potential engagements: Dialogue among school and university research communities. In B. S. Bisplinghoff & J. Allen (Eds.), Engaging teachers: Creating teaching/researching relationships (pp. 61-71). Portsmouth, NH: Heinemann.
Ardiansyah, J. (2013). Peningkatan kompetensi guru bidang pendidikan di Kabupaten Tana Tidung. EJournal Pemerintahan Integratif, 1(1), 38-50.
Anshori Iedam Fardian, Nuraini Yeni. 2020. Pengelompokan Data Kecelakaan Lalu Lintas di Kota Tasikmalaya Menggunakan Algoritma K-Means. Jurnal Responsif Universitas Adhirajasa Reswara Sanjaya
Purwaningsih Esty. 2019. Analisis Kecelakaan Berlalu Lintas di Kota Jakarta Dengan Menggunakan Metode K-Means. Jurnal ilmu pengetahuan dan teknologi computer Universitas Bina Sarjana Informatika
Aprianti Winda, Permadi Jaka. 2017. K-Means Clustering Untuk Data Kecelakaan Lalu Lintas Jalan Raya di Kecamatan Pelaihari. Jurnal Teknologi Informasi dan Ilmu Komputer Politeknik Negeri Tanah Laut
Delita, Fitri. 2014. Clustering Pelanggaran Berkendaraan Menggunakan Algoritma K- Means Pada Polres Banjai. Jurnal STMIK Kaputama
Rata – rata tiga orang meninggal setiap jam akibat kecelakaan jalan. Kominfo.go.id
Jumlah Korban Kecelakaan Lalu Lintas di Wilayah Polda Jawa Tengah Tahun 2018-2020. Jateng.bps.go.id
