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Journal : IJID (International Journal on Informatics for Development)

K-Means Clustering of Social Studies Performance at Junior High School Tundo; Raihanah, Syifa; Wahyudi, Tri; Sugiyono
IJID (International Journal on Informatics for Development) Vol. 13 No. 2 (2024): IJID December
Publisher : Faculty of Science and Technology, UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/ijid.2024.4632

Abstract

This study aims to optimize the use of technology in evaluating student performance by grouping students based on their abilities. The main issues include the underutilization of technology, the absence of an appropriate evaluation system for different levels of student ability, and ineffective methods for grouping students. The K-Means Clustering algorithm was chosen because it has proven effective in grouping academic data in various studies. The data used includes Daily Knowledge Scores (DKS), Daily skill scores (DSS), Mid-term Summative Scores (MSS), End-of-Year Summative Scores (ESS), and Grade Report (GR). The data was analyzed using the CRISP-DM methodology with the help of RapidMiner. The results showed that 28.63% of students were classified as having excellent performance, 50.21% as having good performance, and 21.16% as having moderate performance. The Davies-Bouldin Index score of 1.713 for K=3 was considered sufficient for distinguishing the different student performance groups. The results of this study are expected to help schools provide learning support that better aligns with student needs. Future research is recommended to focus on optimizing the number of clusters (K), applying this method to other subjects, and integrating it with e-learning platforms for real-time student performance monitoring.
Co-Authors A.A. Ketut Agung Cahyawan W Abdul Rashid, Ayu Akida Abror Irsan Ade Elbani Afrianti, Sri Yuyun Agustono Heriadi, Agustono Ahmad Fauzan Ahmad Nursodiq Akbar, Yuma Akhmad Syukron Alfian Alfian Alifah, Kholifiah Putri Ananda, Putra Rizky Ananda Anggela, Pepy Arisondha, Edy Asih Machfuzhoh Awaliya, Rizqi Hilya Azis, Iim Muhaemin Abdul Bambang Edison Bebriani, Serli Boangmanalu, Raya Fitri Budi Setyawan, Erwin Citra, Rya Widya Daputra, Afrian Darwin, Evan Deka, Ade Muazty Desmawan, Deris Devi puspitasari, Devi Devi, Evelin Corolina Dewi Liesnoor Setyowati Dewi, Novi Ayu Kristiana Dian, Sri Diana Natalia Diqbal Satyanegara Divis, Paul Cliff Simon Doko, Farras Dwatmadji Dwatmadji Eka Priadi Ekawaty, Dian Elang Derdian Marindani Elly Muningsih Fadhilah Fadhilah Fakhrudin, Muhamad Fatinah, Nabilah Nurul Fatonah, Khusnul Fauzi, Rifqi Ahmad Febri Prima Febriandini, Febriandini Fiesty Utami Forijati, RR Fredinan Yulianda Galang, Muhammad Gunawan Budi Sulistyo Hamidi Rasyid, Hamidi Handoko, Willy Hari Kusnanto Hasanah, Septi Hastuti Hastuti Hendrawan Syafrie Hidayat, Nurhikmah Hisyam, Sakinah Hustia, Anggreany Hutauruk, Lucas Namora I Nyoman Suarsana IBRANI, EWING YUVISA Ika Arinia Indriyany Intan Puspanita Irma Damayantie Ivan Sujana Julianto, Muhammad Rizky Junaidi, J Junaidi1 . Kamelia Kamelia Karna Mustaqim Kharisma Idola Arga Laila Septiana, Laila Lestari, Wida M. Khoidin, M. Manalu, Daniel Mardiana Andarwati Maretha, Syalifah Maryani, Yeyen Maulana, Salman Mawarti Muji Astuti , Rina Mayangsari, Descania Megawati - Meliyani, Winda Mohammad Hakimi Mubasysyir Hasanbasri Mufti Prasetiyo, Sofyan Muhamad Fakhrudin Muhammad Abduh Muhammad Akmal Muhammad Idris Muhammad Nawawi Muhammad Saleh Mukti, Titania Munawar Muchlish MUSLIMIN Nana Nofianti, Nana Nani Purwati Nayoan, Vallen Ezra Piter Nelvidawati, Nelvidawati Ngkolu, Nurmulia Wunaini Nofera, Wenda Noor Eddy, Noor Noveicalistus H Djanggu Nufus Kanani Nur Azizah Nurfahira, Ika Nurhayati Soleha, Nurhayati Nuryadin, Adriyana Adevia Nuryadin, Afriyana Amelia NurZahra, Febi Oktaviana, Fransisca Mala Oktavianus, Afriman Pasolong, Harbani Paulina Djami Raga , Apryani Pertiwi, Ratih Pirmansyah, Fery Popy Yuniar Pramudita, Diky Prasadhita, Chandra Prasetiyo, Annisa Alya Safira Putri Prastyan, Emika Pratiwi, Camka Ayu Pratiwi, Reski Dewi Pratiwi, Sari Eka Purnama, Lintang Puteri Kharisha, Miftahul Jannah Ahyana Putri Anggraeni Widyastuti Putri, Giovanni Arissa Putri, Mutia Nandika Aisyah Rahadi, Moersetyo Rahma Rahma Rahmahwati, Ratih Rahman, Erika Rahmaniati , Martya Raihanah, Syifa Rama Indera Kusuma Rasiban Ratna Herawatiningsih Refi Pratiwi Regita, Anggit Nur Hannaa Retnowati, Wulan Revianti, Reka Reza Fadillah Riziq, Muhammad Abdul Rizki Maulana, Rizki Rodiyah, A’isyatu Roza, Angelalia Rudi Kurnianto Rudi Zulfikar Rusli, Andi Mulya Rustantono, Hendra Saadah, Naini Sabrina, Nur Sambagia, Niskolis Lucki Saputra, Galih Ginanjar Sari Rahmayanti Sari, Almira Amelia Setyo Utomo, Rudy Silvia Uslianti Sinaga, Krisdayanti Siregar, Trio Erawati Siti Fatimah Siti Sri Wulandari Soeharsono Soeharsono Solihat, Hana Sri Kayati Widyastuti Sri Lestari Subakti, Sambang Sugiyono Sugiyono Sugiyono Suko Priyono Sulistiani, Agesti Supratmanto, Eky Suseno, Aji Syaifudin, Rizal Syani, Muhammad Syarif Hidayat Tatik Suteky Teguh Imanto Tety Nur Cholifah, Tety Nur Titiantono, Aliffa Rhevalina Trianto, Heru Fajar Trisnawati Tundo, Tundo Wahyu Prawesthi, Wahyu Wijayanto, Dedi Windarti, Sriyani Yanti, Yulia Eka Yessy Artanti Yopa Eka Prawatya Yuliawati, Agistia Zahar, Iwan