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Journal : ARRUS Journal of Mathematics and Applied Science

Applied of the Self-Organizing Maps (SOM) Method for Clustering Educational Equity in South Sulawesi Gunawan, Andi Restu; Sudarmin, Sudarmin; Rais, Zulkifli
ARRUS Journal of Mathematics and Applied Science Vol. 4 No. 1 (2024)
Publisher : PT ARRUS Intelektual Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/mathscience2607

Abstract

This research aims to group regencies/cities based on education indicators and identify the characteristics of each group formed based on education indicators. The method used in this research is Self self-organizing map (SOM). SOM is an artificial neural network that requires no assumptions and a method that produces a representation of the input space from low-dimensional training samples. The data used in this research are 9 variables regarding pure enrollment rates, gross enrollment rates, and student-to-teacher ratios at each level of education in 24 districts/cities in South Sulawesi in 2020-2021 which come from BPS publications. Based on the results obtained, 4 clusters were formed, each of which had its characteristics. The clusters formed include Cluster 1 consisting of 7 regencies/cities, cluster 2 consisting of 10 regencies/cities, cluster 3 consisting of 4 regencies/cities, and Cluster 4 consisting of 2 regencies. Based on the results of cluster validation using the Dunn index, 4 optimal clusters were obtained with a value of 0.42.
Co-Authors - Kustiono A.A. Ketut Agung Cahyawan W A’yun, Qurrota A’yun, Qurrota Abdul Hafid Abdul rahim Abdullah Kamal, Abdullah Achmad Binadja Addiani, Azza Khisnu Adhi, Danang Triasmoro Adi Nur Cahyono Afifah, Ni’matul Afifah, Ni’matul Agung Tri Prasetya AguReyza Noviansari, AguReyza Agustin, Nella Aidid, Muhammad Kasim Alisa Shinsetsu Sulistyoningrum, Alisa Shinsetsu Amaluddin Amaluddin, Amaluddin Amanah, Makripatun Amanatur Rifqi, Amanatur Andin Irsadi Andin Vita Amalia, Andin Vita Andrianie, Dwi Andrianie, Dwi Ani Rusilowati Annisa, Uma Annisetyas, Regilita Annisetyas, Regilita Anwar Sutoyo Arfianawati, Siti Ari Syahidul Shidiq Ariani, Liska Arif Billah, Arif Arif Widiyatmoko, Arif Arman Syahputra, Arman Asmi, Nia Nurul Aswi, Aswi Asy'syakurni, Nurul Afdhilla Aty Mulyani Awi, Awi Azalia, Izatul Bahiyah, Lumiyatun Bambang Bambang Bambang Subali Bustan, Muhammad Nadjib Carnawi, Carnawi Chaniago, Arif Syarifuddin Cramb, Susanna Damayani, Indri Danar Saddam, Danar Dea Aransa Vikagustanti, Dea Aransa Deni Ardiyanti, Deni Desandra Putri, Enjelina Desi Setiyadi Desi Utami Dewi Mustikaningtyas Dewi Widiaswati, Dewi Dewi, Siti Herlina Dian Pratiwi Diena Rufaida, Diena Dilla, Sisna Diyah Ayu Lestari, Diyah Ayu Dwi Lestari Dwi Rachmawati Dyah Rini Indriyanti Edi Sutanto Edo Septianu, Edo Edy Cahyono Edy Jatmiko, Edy Eka Titi Andaryani Ellianawati, Ellianawati Endang Susilaningsih Erna Noor Savitri, Erna Noor Ersanghono Kusumo, Ersanghono Fajri Adi, Qadaruddin Farhan, M Farhan Anantri Pramudya Fatahullah, M. Mirza Fathurrahman Fathurrahman Febriani, Ema Rahma Fidia Fibriana Firmansyah Firmansyah Fitrah Adelina Gunawan, Andi Restu Hanik, Ajik Nur Hardi Suyitno Harianingsih, Harianingsih Harjito - Harjono Harjono Hartono & Wahyu Lestari Hartono Hartono Haryanti Haryanti Hastani, Fatmi Sri Helmiah, Fauriatun Hendri Silva, Hendri Hendry Oktaviyanto Budiman, Hendry Oktaviyanto Heri Setyanto, Heri Hestiana Ikhwati, Hestiana Hidayatullah, Fauzan I.F. Azizah, I.F. Ihwanto, Muhammad Arif Ihwanto, Muhammad Arif Imam Faizin, Imam Imansari, Maulinda Indah Puji Rahayu Irianto Irianto Isnaini, Wulan Maulia Istianah Istianah Juliantika, Rozi Jumsir, Jumsir Junirin, Junirin Kadir, Dideng Kasmadi Imam Supardi Kasmui -, Kasmui Kevin Mahendrani, Kevin Khoerunnisa, Ria Febu Krispinus Kedati Pukan Kristianingsih, Desiagi Dwi Kumalasari, Lina Kusoro Siadi Kusuma, Putri Ria Lailiah, Ikrimatul Lestari, Indah Beti Lestari, Melinda Dwi Lestari, Melinda Dwi Ligina, Anisa Sandhya M Rusdi M. Asyraf Mubarak Sudarmin Maharani, Okvi Maysaroh, Maysaroh Meiriza Ardiana, Meiriza Melda Agustina, Melda Min Zahrotil Umami, Min Zahrotil Mirza Pahlevi, Mirza Mohyaddin, Siti Norasikin Binti Muhajir Muhajir, Muhajir Muhamad Stiadi Muhamad Taufiq Muhammad Ali Muhammad Ardiansyah Sembiring Muhammad Arif Tiro, Muhammad Arif MUHAMMAD RIZAL Muharom, Sidik Muharom, Sidik Mujahidah Mujahidah Murbangun Nuswowati Murbangun, N. Mustatik Islichanah, Mustatik Nanik Wijayanti Nanik Wijayati Natanael Natanael, Natanael Nazri , M. Nazri Utama Hasibuan Nina Fitriani, Nina Nirda Julianda Nisa’, Arifatun Nisa’, Arifatun Nofriadi Nofriadi Nor Farida Azzakiya, Nor Farida Novi Ratna Dewi Nuni Widiarti Nurhijriah, Nurhijriah Nurmasitoh, Qonita Amalia Nurrahmania, Nurrahmania Nurul Azmi, Nurul Nurul Fadhilah Nurul Husna Annisa, Nurul Husna Nurul Laili Rahmawati, Nurul Laili Nurwan, Nurwan Nyna Adhitama, Nyna Palupi, Meilani Dyah Palupi, Meilani Dyah Pancawardhani, Helina Parmin - Pawestri Farrah Diba, Pawestri Farrah Perwitasari, Titis PH, Qori Agussuryani Piliang, Rizaldi Priyosetyoko Priyosetyoko, Priyosetyoko Putra, Anggar Putra, Ngurah Made Darma Putri Rochimatun Hidayah Widianingrum, Putri Rochimatun Hidayah Rahmalia, Ulfa Cinta Rahmiati, Devi Rais, Zulkifli Ramdhan, William Ratna Prasetyowati, Ratna Repi Repi, Repi Reza Ovi Diyanti, Reza Ovi Ria Yulia Gloria Risnawati Risnawati Rizqi, Afria Alfitri Rodia Syamwil Ruliana Ruliana, Ruliana Ruliyanti, Tria Sa'adah, Silmi Kurnia Safitri, Anni Sakinah, Nur Milatis salipah salipah, salipah Salisah, Hajjah Yuliani Salmia, Salmia Samini Samini, Samini Sani, Zulaikha Marta Sani, Zulaikha Marta SANTOSO SANTOSO Sari Nuryani, Sari Sari Septiyani, Sari Sarwi - Septian Alif Nugraha, Septian Alif Setiyani, Anisa Setyaningsih, Umi Sholikah, Mar’atus Sidjara, Sahlan Sigit Saptono sinambela, paradita Siti Alimah Siti Khoirul Umah, Siti Khoirul Siti Nur Suwaibah, Siti Nur Siti Rahmawati Sitti Masyitah Meliyana R. Skunda Diliarosta Sonni, Alem Febri Sri - Haryani, Sri - Sri Budiani Sri Haryani Sri Ngabekti Sri Nurhayati SRI RAHAYU Sri Sulistyorini, Sri Sri Susilogati Sumarti SRI WARDANI Sri Yamtinah Stephani Diah Pamelasari, Stephani Diah Suharto Linuwih SUHENDRI, ADHA Sukarna Sukarna Sukarni Sukarni Sulistyo Saputro Sunyoto Eko Nugroho, Sunyoto Eko Supriyadi Supriyadi Susanto, Ahmad Afendy Sutopo, Agung Syahnita, Syahnita SYAHRIAL SYAHRIAL Titik Hidayati, Titik Tri Prasetya, Agung Triastuti Sulistyaningsih Tuti Widianti Ulia, Fitriatul Umami, Hanifatul Umar Hidayat, Umar Upik Yelianti Uswatun Kasanah, Uswatun Wahidah Sanusi Wahyu Lestari Weni Ratna Nurlita Hening, Weni Ratna Nurlita Widayat, Guruh Mulia Wijaya, Kurnia Hendra wildayanto, arif Wilis Okti Pamungkas, Wilis Okti Wisnu Sunarto Wisnuadi, Aries Wiwin Eka Rahayu, Wiwin Eka Wiyanto - Woro Sumarni Yohana, Ismi Yohanes Adio Balan, Yohanes Adio Yuli Astuti Yundari, Yundari Zaenuri Mastur Zakiyah, Nikmatul Azmi Zamri, Zamri Zulkifli Rais