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Journal : Bulletin of Computer Science Research

Analisis Data Mining dengan Metode K-Means Clustering Dalam Pengelompokan Penggunaan Alat Kontrasepsi Rahmad, Rahmad; Defit, Sarjon; Sovia, Rini
Bulletin of Computer Science Research Vol. 5 No. 5 (2025): August 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bulletincsr.v5i5.750

Abstract

Family Planning (KB) is a strategic government effort to suppress population growth and improve the quality of life. The availability of various types of contraceptives can delay unwanted pregnancies, including in women facing increased pregnancy risks. Based on this, this study aims to cluster contraceptive use. The K-Means Clustering method is an unsupervised learning algorithm used to group data into several clusters based on similar characteristics. This algorithm works by minimizing the distance between the data and the cluster center (centroid). The advantages of K-Means are its simplicity and speed in processing large data. This research variable uses data from the 2024 Family Data Collection of the BKKBN Representative Office of West Sumatra Province in West Pasaman Regency. Based on the application of the K-Means Clustering method to the contraceptive use data, the grouping is obtained into three clusters: low use of MKJP contraceptives, moderate use of MKJP contraceptives, and high use of MKJP contraceptives. This study contributes in the form of a data mining-based analysis model that is able to group contraceptive use patterns in a more structured and objective manner. By applying the K-Means Clustering method, this study produces information that can be used to identify the characteristics of each user group, so that relevant agencies can design more targeted contraceptive counseling and distribution strategies.
Co-Authors - Sapriya Abdul Wahid Abellia, Gaby Achmad Noerkhaerin Putra Aditya Candra, Aditya Adnan Adnan Afdal Afdal, Afdal Agilfahreza, Agilfahreza Agus Salim, David Agustina Tri Endharti Ainur Rahman Ainur Rahman, Ainur Al-Ikhsan, Abdul Hafidh alfiah alfiah Ali Sibram Malisi Andika, Yudho Antti, Thorn Arief Syarifuddin, Evi Aries Kusumawati Arif Setyo Nugroho Arifuddin Arifuddin Armansyah Armansyah Arnawan Hasibuan Arpangi Arpangi, Arpangi Arsy, Nur Auzia, Putri Melia Ayu, Nambisas Arum Kusuma Azlina, Azlina Azzahra, Nabila Azzanna, Maghriza Bastian, Farid Binti Razali, Nately Diana Chairunnissa Deliva Akbar, Syifa Cik Zulia, Cik Cut Meurah Nurul ‘Akla Darmawati Darmawati Dewi, Nindian Puspa Djaharuddin, Irawati Dntiarmaya, Annisa Ayu Dwisyafitri, Jenny Indah Eddy, Kurniawan Ehsan, Ehsan Erlina, Gusti Erniati Erniati Fadhilah, Cut Fauzi Fauzi Fauzi, Yanuar Rahmat Firman Firman Ginting, Wenny Anggeresia Hafsi, Ainur Rofiq Hairuddin Hairuddin Hakimah, Annisatul Handayani, Turi Handayani, Vitri Aprilla Hariko, Rezki Haris Riadi Hasan Basri Hasanah, Nurul Luthfiatul Hervani, Dini Heryani, Heryani Hidjrianto, Hidjrianto Hutabalian, Hermanto Ifdil Imanullah, Imanullah Inayah Syar, Nur Ine Fausayana Irianto, Ardhiya Syifa Isdayanti, Mahyana Isnaniah, Isnaniah Italina, Cut Jailani Alkadri, Muhammad Jannah, Hikmatul Jannah, Ukhti Raudhatul Jasiah Jasiah Jayanti, Armila Khaidar, Al Khomsi, Ahmad Kokom Komalasari Krisnadewi, Silvia Latifah, Latifah Alimuninggar Loeki Enggar Fitri Lopita, Septy Lubis, Ade Fipriani M. Fahli Zatrahadi M.Nor, M.Nor Mahmudah, Istiyati Mappamiring Mappamiring Marhamah Marhamah Maria Agustini Maulida, Lutfia Mayangsari, Elly Mialasmaya, Siti Miati, Miati Miftahuddin Miftahuddin Mitha Mitha, Mitha Mualimin , Mualimin Muhajir Muhajir, Muhajir Muhammad Daud Muhammad Muhammad Muhammad Ridwan Muhammad Yasir Yusuf Muzakir, Fikri Najakiah, Najakiah Nasfi, Nasfi Nazaruddin A Wahid Netrawati, Netrawati Neviyarni, Neviyarni Nor Afni, Nor Afni Norliana Norliana Novi Khila Firani Nugroho, Virginia Ainurridlo Nunsina, Nunsina Nurdin Nurdin Nurfitriyenny Nurfitriyenny Nurjanah, Anisa Siti Nurlita, Tiara Ayu Nurmajidah, Nurmajidah Oktaviany, Musdzalifah Pangestu, M. Adjie Pratama, Mirza Zaka Pratikto Pratikto Prawido Utomo Prawira, Adi Purbasari, Bethasiwi Putra, Domy Pradana Putra, M. Afif Tri Putri, Fara Felisa Qori, Husna Misbahul Rahmah, Agustina Tazkia Rahmawaty, Dian Ramadhan, Bima Ramadhan, Bima Ramadhani, Fitri Ramadhani Ramadhani, Windy Arina Dewi Ramadhanu, Agung Riskasari Riskasari, Riskasari Risnawita Risnawita, Risnawita Riswan Riswan Rusiah, Rusiah Sabri Sabri Sandi, Kurnia Saputra, Aldi Saputra, Arifiansyah Sarjon Defit Selvia, Rida Shalati Febjislami Sherlia, Bella Sholihah, Wildanus Slamet Wahyudi Sovia, Rini Sri Hartini Sri Hidayati Srimulyani, Rani ST. HAISAH Suci Hayati Sufia, Neng Suhaimi Suhaimi Suhartoyo Suhartoyo, Suhartoyo Sulaiman, Nasrullah Sulistyowati Sulistyowati Sunarsono, Hery Sunarto wage Supratman, Mohammad Tauhed Suryana, Bagus Putu Putra Suryatno, Muh Rafly Sutrisno, Sutrisno Syabrina, Muhammad Syafitri, Fadila Syafril Syafril Syahmidi Syahmidi, Syahmidi Syamswisna , Syar, Nur Inayah Syarif Fitriyanto Syarifah Salmah Syarifah Syarifah, Syarifah Tasnim Rahmat, Tasnim Tauhed Supratman, Muhammad Tauladan, Toha Ali Telaumbanua, Desta Jess Wijaya Triwid Syafarotun Najah, Triwid Syafarotun Tumangger, Annisa Faradika Wa Ode Yusria Walidain, Sri Nurul Waluyo Satrio Adji Waluyo, Yose Widiawati, Wilda widya astuti Wulansari, Lastri Yantoro, Y Yarsina, Nova Yeni Karneli Yuliana Yuliana YUNIMAR YUNIMAR Yuwita, Melly Zhang Wei Zulhaidah Arthamin, Maimun