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All Journal JPMS (Jurnal Pendidikan Matematika dan Sains) Jurnal Pendidikan Matematika RAFA JUSIFO : Jurnal Sistem Informasi Al Ilmi Intizar Suska Journal of Mathematics Education Bio Ilmi: Jurnal Pendidikan E-Dimas: Jurnal Pengabdian kepada Masyarakat Orbital: Jurnal Pendidikan Kimia IT JOURNAL RESEARCH AND DEVELOPMENT Seminar Nasional Teknologi Informasi Komunikasi dan Industri JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI IRJE (Indonesian Research Journal in Education) Jurnal TIPS : Jurnal Teknologi Informasi dan Komputer Politeknik Sekayu Jurnal Ilmiah Media Sisfo JEMST: Journal of Education in Mathematics, Science, and Technology IJID (International Journal on Informatics for Development) MAJU : Jurnal Ilmiah Pendidikan Matematika Jurnal Informatika Global Jurnal Computer Science and Information Technology (CoSciTech) Journal of Computer and Information Systems Ampera Mosharafa: Jurnal Pendidikan Matematika Jurnal Manajemen Informatika Jayakarta Jurnal Penelitian Pendidikan Matematika Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen Jurnal Kolaboratif Sains Aptekmas : Jurnal Pengabdian Kepada Masyarakat Jurnal Teknologi Sistem Informasi Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Jurnal Bina Komputer Journal of Artificial Intelligence and Digital Business J-Icon : Jurnal Komputer dan Informatika MDP Student Conference Journal of Data Mining and Information Systems Prosiding Seminar Nasional Unimus Jurnal Sistem Informasi Karya Anak Bangsa
Gusmelia Testiana
Universitas Islam Negeri Raden Fatah Palembang
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Journal : IJID (International Journal on Informatics for Development)

 1 
Classifying High School Scholarship Recipients Using the K-Nearest Neighbor Algorithm Yulisa, Ica Dwi; Gusmelia Testiana; Imamulhakim Syahid Putra
IJID (International Journal on Informatics for Development) Vol. 11 No. 2 (2022): 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.2022.3804

Abstract

  YBM PLN UIWS2JB provides scholarships for high school students who cannot afford school tuition due to poverty or other economic conditions. Since the target is specific, the foundation must carefully select the recipients to ensure the scholarship is granted to those who deserve it. The predetermined criteria combined with the limited quota available become a difficulty in itself as a large number of applications are coming in. Data mining with a classification method using the K-Nearest Neighbor algorithm is believed to be one of the alternative solutions to solve this problem. This study aims to examine how this method could help in the selection process to determine who is eligible to receive the scholarship, and it also aims to evaluate the algorithm's performance with the optimal K value. The findings of this research showed that the classification method using K-Nearest Neighbor is the potential to be applied in a case such as this. The results found an accuracy of 91% in the selection process and are included in the Excellent Classification category. The optimal K value obtained is K = 5.
Co-Authors Agus Fajar Riany Agustiany Dumeva Putri, Agustiany Dumeva Ahmad Bayu Rinaldo Aisyah Khumairoh Alfina Damayanti Aminullah Imal Alfresi Ari Yanto, Ahmad Firman Arif Total Onesis Atika Zahra Bella Pitriana Milwadi Beni Setiaji Benz, Rendy Al Bubin Florayu Bunbin Florayu, Bunbin Cendi Febriansyah Damayanti, Alfina Darusalam Darusalam Devi Anggraini Dwi Lestari Dwi Mardiana Elhefni Elhefni Elvira Destiansari Eri Gunawan, Catur Evi Fadilah, Evi Fahruddin Fathiyah Nopriani Fenny Purwani Fenny Purwani Fitriyanti, Vina Florayu, Bubin Geri Esmemed Gina Agiyani Haspui Rasasi Hernandes, Veven Hernandes, Veven Hery Widijanto Iin Royani Imamulhakim Syahid Putra Imamulhakim Syahid Putra Indah Hidayanti Irfan Dwi Jaya Irham Falahudin Irham Falahudin Irmalia j-sika Jawasi Jawasi Ketut Tirtayasa Lilis Anderwani M Leandry Dalafranka Mawarni, Herlinda Moh. Ismail Sholeh Muarie, Muhamad Son Muhamad Kadafi, Muhamad Muhammad Isnaini Muhammad Isnaini MUHAMMAD ISNAINI Muhammad Leandry Dalafranka Muhammad Rifqi Perdana Muhammad Son Muarie Muhammad Win Afgani Mushleh, Muhammad Mutiara Jesica Nery, Rieno Septa Nindyya, Ike Septi Pandu Aditya Rachmansyah Rachmansyah Ragil Tri Wahyudi Ramadhan, Muhammad Rafi Retni Paradesa Riani Eka Sari Riany, Agus Fajar Riza Agustiani ROSYIDAH, LAILATUR Ruslan Saputra Safilla, Laurentz Santi, Rusmala Saphira, Regita Cahya Satria, Pandu Sely Septiwi Sri Rahayu Sri Rahayu Syahabiah Syahabiah Syutaridho Syutaridho Tria Gustiningsi Tutut Rahayu Astuti Veven Hernandes Wardani, Ambarsari Kusuma Wijaya, Anton Sukma Yulisa, Ica Dwi