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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 Azis, Mifthah Abdul Rashid, Ayu Akida Abror Irsan Ade Elbani Agustono Heriadi, Agustono Ahmad Fauzan Ahmad Nursodiq Ahmad Syibli, Ahmad Akbar, Yuma Akhmad Syukron Alfian Alfian Alifah, Kholifiah Putri ALJAHRA, DZAKIRA Ananda, Putra Rizky Ananda Anggela, Pepy Anwar, Ardianti Arisondha, Edy Arminingsih, Diah Arminingsih, Diah - Artha Prabawa Asih Machfuzhoh Awaliya, Rizqi Hilya Azis, Iim Muhaemin Abdul Azwa Nirmala Bambang Edison Bebriani, Serli Betty Yel, Mesra 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 Nurhasanah, Chintia Dewi, Novi Ayu Kristiana Dian, Sri Diana Natalia Diqbal Satyanegara Divis, Paul Cliff Simon Doko, Farras Dwatmadji Dwatmadji Dwi Astuti, Kurniasi Eka Askafi Eka Priadi Ekawaty, Dian Elang Derdian Marindani Elly Muningsih Ewing Yuvisa Ibrani Fadhilah Fadhilah Fakhrudin, Muhamad Fatinah, Nabilah Nurul Fatonah, Khusnul Fauzi, Rifqi Ahmad Febri Prima Febriandini, Febriandini Fiesty Utami Fitri Imansyah Forijati, RR Fredinan Yulianda Galang, Muhammad Gunawan Budi Sulistyo Hamidi Rasyid, Hamidi Handoko, Willy Hari Kusnanto Hasanah, Septi Hastuti Hastuti Hendrawan Syafrie Heryani, Anissa Pramudyah Hidayat, Nurhikmah Hisyam, Sakinah Hustia, Anggreany Hutauruk, Lucas Namora I Nyoman Suarsana Ika Arinia Indriyany Intan Puspanita Irma Damayantie Ivan Sujana Julianto, Muhammad Rizky Junaidi, J Junaidi1 . Kamelia Kamelia Karna Mustaqim Kemala Handayanny, Indyra Kharisma Idola Arga Laila Septiana, Laila Lestari, Wida Liana Safitri, Helma M. Khoidin, M. Mahdiyah, Umi Manalu, Daniel Mardiana Andarwati Maretha, Syalifah Maulana, Salman Mawarti Muji Astuti , Rina Mayangsari, Descania Megawati - Meilani, Tanti Meliyani, Winda Mohammad Hakimi Mubasysyir Hasanbasri Mufti Prasetiyo, Sofyan Muhamad Fakhrudin Muhammad Abduh Muhammad Akmal Muhammad Idris Muhammad Nawawi Muhammad Nawawi Muhammad Saleh Mukti, Titania Munawar Muchlish MUSLIMIN Nadya, Wardatun Nana Nofianti, Nana Nani Purwati Naufal Azmi Verdikha Nayoan, Vallen Ezra Piter Nelvidawati, Nelvidawati Ngkolu, Nurmulia Wunaini Nofera, Wenda Noor Eddy, Noor Noveicalistus H Djanggu Nufus Kanani Nur Azizah Nurdiansyah, Sy Irwan Nurfahira, Ika Nurhayati Soleha, Nurhayati Nurhidayanti, Dian NurZahra, Febi Octoriana, Shenny Oktaviana, Fransisca Mala Oktavianus, Afirman Pamela, Pamela - Pasolong, Harbani Patmi Kasih Paulina Djami Raga , Apryani Pertiwi, Ratih Pirmansyah, Fery Poerwandono, Edhy Popy Yuniar Pramudita, Diky Prasadhita, Chandra Prasetiyo, Annisa Alya Safira Putri Prastyan, Emika Pratiwi, Camka Ayu Pratiwi, Reski Dewi Purnama, Lintang Puteri Kharisha, Miftahul Jannah Ahyana Putri Anggraeni Widyastuti Putri, Famelga Clea Putri, Giovanni Arissa Putri, Mutia Nandika Aisyah Putri, Titania Rahadi, Moersetyo Rahadi, Moersetyo Rahma Rahma Rahmahwati, Ratih Rahman, Erika Rahmaniati , Martya Raihanah, Syifa Rasiban Ratna Herawatiningsih Refi Pratiwi Regita, Anggit Nur Hannaa Retnowati, Wulan Revianti, Reka Reza Fadillah Rezkiani, Rezkiani Riadi Budiman Riziq, Muhammad Abdul Rizki Maulana, Rizki Rodiyah, A’isyatu Roza, Angelalia Rudi Kurnianto Rudi Zulfikar Rudiman, Rudiman Rusli, Andi Mulya Rusmarhardi, Irma Rustantono, Hendra Saadah, Naini Sabrina, Nur Sambagia, Niskolis Lucki Saputra, Galih Ginanjar Sari Eka Pratiwi Sari Pohan, Erlina Sari Rahmayanti Sari, Almira Amelia Setyo Utomo, Rudy Siahaan, Rizkyrino Ronaldhino Silvia Uslianti Sinaga, Krisdayanti Siregar, Melda Wani Siregar, Trio Erawati Siti Fatimah Siti Sri Wulandari Soeharsono Soeharsono Sofitra, Mohamad Sri Kayati Widyastuti Sri Lestari Suaha, Karpus Pistu Subakti, Sambang Sugiyono Sugiyono Sugiyono Suko Priyono Sulistiani, Agesti Supratmanto, Eky Suseno, Aji Syafrianto, Syafrianto Syani, Muhammad Syarif Hidayat Tatik Suteky Teguh Imanto Tety Nur Cholifah, Tety Nur Trianto, Heru Fajar Trisnawati Trisnawati Trisnawati Tundo, Tundo Ulli Kadaria Utami Widyaningsih, Ika Wahyu Prawesthi, Wahyu Wieko, Wieko Wijayanto, Dedi Windarti, Sriyani Yanti Hikma Yanti, Yulia Eka Yessy Artanti Yopa Eka Prawatya Yuliawati, Agistia Zahar, Iwan