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Journal : Journal of Computer Science, Information Technology and Telecommunication Engineering (JCoSITTE)

Optimization of K-Means Clustering with Elbow Method for Identification of TB Prone In Central Java RAFIKA HANJAYA PUTRI, LIEM, ANGELITA; Wakhidah, Nur
Journal of Computer Science, Information Technology and Telecommunication Engineering Vol 6, No 1 (2025)
Publisher : Universitas Muhammadiyah Sumatera Utara, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30596/jcositte.v6i1.21669

Abstract

Tuberculosis (TB) is an infectious disease caused by the bacillus Mycobacterium tuberculosis. This infectious disease needs more attention because the transmission rate is still high, especially in areas with high case finding rates and low treatment success rates. This study was conducted to monitor areas prone to TB case transmission, especially areas in Central Java Province. The K-Means method was applied to determine areas prone to TB transmission by considering the success rate of TB treatment, through the Elbow approach to determine the optimal number of clusters. The results of clustering show areas that are classified as vulnerable areas, which are areas with high transmission cases but low treatment success. Visualization of clustering results in scatter plots that clarify the division of areas into clusters and help in identifying treatments and areas that need further intervention.
Clustering Women Violence Cases Based on Number in Central Java Province Using K-Means Algorithm Tantisnio, Fanika Putri; Wakhidah, Nur
Journal of Computer Science, Information Technology and Telecommunication Engineering Vol 6, No 1 (2025)
Publisher : Universitas Muhammadiyah Sumatera Utara, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30596/jcositte.v6i1.21671

Abstract

Cases of violence against women are one of the cases that require special attention, especially in the Central Java Province area. This study aims to classify the number of cases of violence against women (age 18+) based on data from 2022 and 2023 using the K-Means algorithm. Through the K-Means método, the regions are classified into 2 clusters based on the pattern of the number of cases in the 2 years. The results of clustering show two main groups: the first cluster which is from the majority of regions with a fairly low number of violent cases, and the second cluster which includes Semarang City as a very high number of violent cases. This study provides an overview of cases of violence against women in Central Java Province and identifies areas with higher case rates. This research is expected to be used as a basis for more appropriate policy-making to reduce the rate of violence against women in the most affected areas.
Co-Authors Agusta Praba Ristadi Pinem Ahmad Subakir, Ahmad Aini, Vera Nur Alauddin Maulana Hirzan Alias, Muhammad Nazir Anugra, Novia Ardima, Muhammad Basyier Arum, Wahyuni Fajar Astrid Novita Putri, Astrid Atmoko Nugroho Basworo Ardi Pramono Chofifah, Zuli Dani, Erina Alfian Daroini, A'thy Inayaty Dewi Nurdiyah, Dewi Diah Kurniati Dwi Wahyuni ERMAN ERMAN Fajar Arum, Wahyuni Fajriannoor Fanani, Fajriannoor Falah, Gusti Afrizal Zamzami Febriani, Ira Nurul Febrianti, Gladis Fikriyah, Maulida Fitrianti, Ayang Fitriyah, Laila Nor Gusti Muzainah Hamdi, Fahmi Handayani, Eka Wuri Handayani, Sri Hidayati L, Sri Hidayati, Nutriana Inayah, Nailil Intiyani, Rafila Irwandi Ansori Istiqomah, Mukhlishotul Jariyah, Ita Ainun Juhaeni Juhaeni Junaidi Abdullah Kadisi, Angelo Risang Kasrina Kasrina Khoirudin Khoirudin, Khoirudin Khoirunnabila, Azza Ilma Konjin, Hindri Caesar Tiara Kusuma Putra, Rafli Danu Kusumaningrum, Yulinda Laelasari, Iseu LINA, FIDA M. Zakki Abdillah Maftucha, Nidaul Maulidiyah, Eva Mufrodah, Ismi Muhajannah, Syarifatul Muhammad Nazir Muntiasih, Muntiasih Nadlir Nadlir, Nadlir Najichah, Zuhrotun Negari, Beauty Dewi Neni Murniati Noor Lita Sari, Indah Nurtriana Hidayati Palupi, Kinanthi Sekar Prind Triajeng Pungkasanti, Prind Triajeng RAFIKA HANJAYA PUTRI, LIEM, ANGELITA Rahmayuna, Novita Raihanah Abdullah Ramadhanti, Salsabila Laili Rizal Rafli Fajar Kurniawan Rochmah, Shafira Nur Sa'adah, Annisa Lailis Sadiani Sadiani Sadiani, Sadiani Safira, Della Maya Ayu Salma, Saffanah Santoso, Bayu Adi Sardjuningsih, Sardjuningsih Setyawan, Nanda Hendra Sholihah, Mida Mar'atus Siti Asmiatun, Siti Susanto Susanto Syaifuddin, Raden Tantisnio, Fanika Putri Tasya, Ghiffani Azzaman Titis Handayani Ummah, Khoirotul Victor Gayuh Utomo Wadud, Ahmad Jauharul Wicaksana, Dinar Anggit widyaningrum, Astri Yennita Zainal Abidin, Raihana