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Dian Saputra
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Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Public Health Social Sciences Other

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Journal : Asia Information System Journal

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IMPLEMENTATION OF INFORMATION SYSTEM USING THE ANDROID-BASED K-MEANS CLUSTERING ALGORITHM TO DETERMINE GRADUATION SCORES AT SMK NEGERI 3 METRO azhari, amalyanda; Ratnasari, Mei; Sasmito, Angger; Saputra, Dian; Khan, Naqib Ullah
Asia Information System Journal Vol. 4 No. 2 (2025): Asia Information System Journal
Publisher : Universitas Islam Negeri Raden Intan Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/5fn10c18

Abstract

This study proposes the implementation of the K-Means clustering algorithm to analyze and classify student graduation scores at SMK Negeri 3 Metro in order to support academic decision-making and improve information management. The dataset consists of academic records of students from grades X to XII, including theoretical scores, practical scores, attendance rates, and final achievement scores. Prior to clustering, the dataset is subjected to preprocessing procedures, including data cleaning, attribute transformation, and min-max normalization to ensure proportional scaling among variables. The clustering process is performed using RapidMiner and configured into three clusters representing categories of academic performance. The experimental results indicate that the K-Means algorithm effectively identifies structured patterns in the distribution of graduation scores, enabling the institution to map student achievement levels objectively. To operationalize the analytical results, the clustering model is integrated into a web/Android-based information system that facilitates real-time access to graduation information for teachers, administrators, and students. The implementation of the system contributes to improved efficiency in academic data management, faster information dissemination, and enhanced transparency in graduation scores. The findings demonstrate that the application of data mining techniques, particularly K-Means clustering, provides a reliable framework for academic analytics and decision support in educational information systems, with potential scalability for broader institutional adoption.
Co-Authors A, Yuliana A., Yuliana Abdul Rahman, Firdaus Abrar Abrar Abubakar, Al Yasa' Achmad Zahir Saputra Afriantoro, Irfan Ahmad Tri Hidayat Ahmadi, Muhibuddin AIDA SAPITRI, SISKA Akib, Muhaiminah Alfariz, Rifki Alfurkaniati Alsukri, Alsukri Ananda Rinaldy, Reza Ananda, Yovan Allif Andika Eka Putra Angga Aditya Vannie Anwari, Fuad Arifin, Zidan Dwinanda ariyanto, sanusi Aryani, Retta Asti Asmawati Astini, Fitri Fatika Azhari, Amalyanda Aziawatia, Nur Aziiz Rahman Putra Badriyah Badriyah, Badriyah Bannat, Azizatul Budijono, Budijono Burhanuddin Bustamin Wahid Cindy Pramasta, Ni Komang Daniel Siahaan Diah Ajeng Pratiwi, Diah Ajeng Diana Purwitasari Dianto, Iyoyo Dignitya, Alya Esti Yuniar Evi Mufrihah Zain Febrianti, Mariska Fitriwati, Lara Hafita, Yuniar Ayu Hamsal, Hamsal Handayani, Nurlaila Handayani, Trimita Gusti Hardianti, Rinda Hardiyanti, Rinda Hartanti, Rezkiah Hasanudin Hasanudin Hasyim, Ruslan Husen Muzaki Ibrahim Ibrahim Ikbal Adi Putra Inang, Inang Irianti, Risda Istantiani, Meinita Jabbar Sabil Javad H Aziz, Ghifar Jumi Adela Wardiansyah Kamaluddin Kamaluddin Khan, Naqib Ullah Lalu Giat Juangsa Putra Lilik Yulianingsih Lukman Hakim M Hasbi M Said Hasibuan M. Aidil Hariyandi Mahendra, Faisal Eka Maipauw, Niny Jeni martiani Meitriana, Made Ary Melawati Mohammad Sata, Mohammad Rafi'i Muh. Fadli Hasa Muhammad Iqbal Murliana, Murliana Musa’ad, Faidah Nainunis, Nainunis Ndiak, Rosma Noor, Laila Nuladani, Galuh Setri Ohorella, Hayat M Ohorella, Hayat M. Ohorella, Hayat Marwan Oktaviani, Rona Naula Pangestu, Galih Agestri Paulina Paulina Pohan, Syafruddin Pramudya Akbar Zoelva Putri, Lisda Asiyah Rachma, Rachma Rahim, Nurul Abdul Rahmalan, Fajrio Dwi Rahman, Firdaus Abdul RAHMAT SETIAWAN Ratnasari, Mei Rinaldy, Reza Ananda Rizal Akib Rosyetti Rudi Gunawan Rullu, ST. Marhana Sabila, Yolanda Ghina Sadewo, Dian Said Hasibuan, Muhammad Said, Erpin Saputro, Isnaini Eddy Sasa Dillah, Putri Sasmito, Angger Sassi , Komarudin Seftyana Bella Fercy Setyawati, Eka Simamora, Monojaya Srianah Amir, Hasbiyah Suadnyani, Luh Putu Suci, Aditya ?Arif Bima Suherman, Suherman Sulistiono, Agus Sumarta, Ryan Puby Sundari, Eva Syukri Syukri Teguh Hidayat Iskandar Alam Uluelang, Kris Wael, Ahmad Wahyuningsih, Eny Widya Kurniawati Wijaya, Faten Yagdhon Alfani, Syafiq Yovan Allif Ananda Yuhana, Umi Laili Yulizar Rahman, Rizky Yusnawati Zikri Fachrul Nurhadi, Zikri Fachrul Zulhelmy