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All Journal PROSIDING SEMINAR NASIONAL Jurnal Ilmiah Mahasiswa FEB Jurnal sistem informasi, Teknologi informasi dan komputer Al-Jami'ah: Journal of Islamic Studies Nurani: Jurnal Kajian Syariah dan Masyarakat Edu Geography Format : Jurnal Imiah Teknik Informatika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Khasanah Ilmu - Jurnal Pariwisata Dan Budaya IJISTECH (International Journal Of Information System & Technology) Jambura Journal of Educational Chemistry International Journal of Visual and Performing Arts Jurnal Ilmu Teknik dan Komputer Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics Jurnal Abdidas Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences IJISTECH Masyarakat Indonesia Jurnal Pengabdian Kepada Masyarakat Patikala Jurnal Arsitektur, Sains Bangunan, Kota dan Pemukiman Tuturan: Jurnal Ilmu Komunikasi, Sosial dan Humaniora Jurnal Pengabdian Masyarakat Sultan Indonesia Journal Collabits
Mohamad Yusuf
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Religion Arts Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management 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 Mathematics Public Health Social Sciences Other

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Journal : IJISTECH

 1 
Implementation Of Simple Linear Regression Algorithm In The Alumni Tracer Application Based on A Website at SMK Negeri 1 Sanaman Mantikei Languju, Indri Kristin; Yusuf, Mohamad
IJISTECH (International Journal of Information System and Technology) Vol 7, No 2 (2023): The August edition
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v7i2.308

Abstract

SMK Negeri 1 Sanaman Mantikei is one of the state vocational schools which has been standing for a long time and is well-known in Central Kalimantan. Therefore, it has many students from various regions, both within Kalimantan Island and outside the island. Of course, an impact on the increased number of graduates annually. Who are in different positions and roles. The existence of this Alumni Tracer application based on a website can be a solution for the school's need to collect data on its Alumni. This Tracer Alumni application is planned by Apex App Builder of a website application, employing the Rapid Application Development (RAD) method and utilizing Linear Regression Algorithm. The results of this research can predict the number of Alumni who have a job, providing estimations based on data within a specific time frame. The accuracy testing, conducted through manual Excel calculations, resulted in 336, while the accuracy testing with RapidMiner yielded a similar value of 336. This indicates that both manual and machine learning can be considered consistent.
Co-Authors Abdul Karim Aditiya, Eka Aditya Rizki Rinaldi Afiyati, Afiyati Agustianingsih, Putri Al Fatah, M Reza Anggriawan, Guruh Pandhu Ansari, Isa Awang, Nungky Budiana, Kelik Carl Sterkens Carl Sterkens Citron S Payu Daffa, Raihan Nur Diah Aryani, Diah Esa Esa Fadiyah, Fitri Nur Fahreza, Muhammad Rizky Fami, Asrul Fernando, Henky Hadi Santoso Indra Lesmana, Bagas Irwan Irwan Kusmawan, Dicky Languju, Indri Kristin Lukman Hakim Lutfansa, Nabila Aulia Moh. Muhrim Tamrin Naimah, Faaza Nia Agustina Prabowo, Djoko Pratama, Vemas Adi Prayuda, Sendy Qurotaani, Nazwa Nurul Ramlani Lina Sinaulan Rayhan Maulana, Jericho Ritonga, Andre Meyro Rushendra, Rushendra Sabily, Inna Safira, Dessi Adelia Salsabila, Yovi Naila Setiyaji, Andri Siti Maesaroh ST. HAISAH Sulistio, Nicholas Suranti, Meliana Syadam, Muhammad Syamsir Alam Tofik Yanuar Chandra Wijaya, Ody Octora Z, M Fauzan