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All Journal Jurnal Teknik Informatika Jurnal Informatika dan Teknik Elektro Terapan JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Infomedia Kwangsan: Jurnal Teknologi Pendidikan Informatika Community Empowerment Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Jurnal Pengabdian Kepada Masyarakat Patikala Indonesian Community Journal Jurnal Teknologi Informasi Cyberku Jurnal Sains dan Teknologi ISTP SAGA: Journal of Technology and Information Systems "JAMASTIKA" Jurnal Mahasiswa Teknik Informatika Kreativitas Pada Pengabdian Masyarakat (Krepa) Nuansa Informatika Kohesi: Jurnal Sains dan Teknologi Abdi Akommedia : Jurnal Pengabdian Masyarakat Jurnal Informatika Polinema (JIP) Jurnal Kecerdasan Buatan dan Teknologi Informasi Jurnal Computer and Technology Riau Jurnal Teknik Informatika Applied Information Technology and Computer Science (AICOMS) ILKOMEDIA: Jurnal Ilmu Komputer dan Multimedia Jurnal Lentera: Penelitian dan Pengabdian Masyarakat Edu Komputika Journal
Ade Yusupa
Universitas Sam Ratulangi, Manado, Indonesia
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Medicine & Pharmacology Physics Public Health Social Sciences Other

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Journal : Informatika

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Pembuatan Aplikasi Data Mining Untuk Memperediksi Masa Studi Mahasiswa Menggunakan Algoritma Naive Bayes Victor Tarigan
Jurnal Informatika Vol 11, No 1 (2023): INFOMATIKA
Publisher : Fakultas Sains & Teknologi, Universitas Labuhanbatu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36987/informatika.v11i1.3847

Abstract

Data mining is a series of processes to obtain additional value information that is not known manually from a database. Data mining also manages experience or even mistakes in the past to improve the quality of the analysis model, one of which is the learning ability of data mining techniques, namely classification. Class is a learning task that is a new object into one of the class labels or categories on the old object that has been previously defined. This classification uses one method of data mining algorithm that is Naive Bayes.Naive Bayes algorithm works based on a certain distance between two objects by setting the value of k. The value of k is a parameter to determine the distance between the new object to the old object.By using the data mining technique, the university can obtain student academic data, namely the Achievement Index (IP) to predict the student's study period.In this data mining application consists of data testing and data training with NIM input.PHP and the database used is MySQL.The results of this data mining application this system can predict the results of the classification of student study period based on GPA 4 first semester, the average value of high school time, and grades in high school.
Co-Authors Abdul Syukur Adinda Franky Nelwan Aditya Lapu Kalua Adrian, Glerio Akay, Yuri Barca Sembeng Batjo, Lourdes BATJO, LOURDES CHRISTIAN PASKAH Benedict, Edward Bernad Jumadi Dehotman Sitompul Bernad Jumadi Sitompul Bernard Jumadi Dehotman Sitompul Beverly Daniel Velix Rauan Biring, Agatha Biringpasemba, Thya Oksabella Blessy Tefilla Tangkuman Cleantha Polii Daniel Febrian Sengkey Dhiva Runkat Dringhuzen J. Mamahit Dringhuzen Mamahit, Dringhuzen Eman, Jonathan Fabiano Antonius Mamangkey, Xavier Fajar Salinding Buntu Payuk Farsit Manoppo, Faldy Genggong, Arkafali PF Geoffrey G Matantu Gigir, Winston Gizelda Felicya Jeanette Lewu Hutasoit, Las D. Illahi, Nabil Irvan Trang Jeheskiel Liwe Jeremia Siregar Jeremia, Imanuel Jimmy Reagen Robot Jimmy Reagen Robot Jontinus Manullang Joseph Alexander Wowor Jourgent Ligouw Kalambia, Audia Endondaya Kaligis, Jonathan Kaunang, Ronaldino Kendek Allo, Yusi Meilany Kerenhapukh Priskila Waworuntu Kevin, Darmansyah Geraldy Kodoati, Hizkia Kolang, Indri Claudia kurnia, rahmi putri Lasut, Aleeisandro Leatemia, Kevin Legi, Kevin Lelemboto, Jeremia Lie, Nobiana Luis Manoppo M. Ilham Akbar HS, A. Made Hendy Wijaya, I Mailangkay, Roynaldo Makasunggal, Juan Natanel mamoto, Anugerah Manoppo, Jennifer Manoppo, Michael Reynald Mantik, Joy Timoty Marchantia Betsi Bawata, Michyta Markus Karamoy Umboh Martien Mengko, Riky Mawara, Reza Michelly Cantika Mokansi, Misael MOKANSI, MISAEL TELDI Moniaga, Praise Muhammad Fachruddin Suharto Mumbunan, Keren Mundung, Theogravo Fidelino Nadira Tri Ardianti Purnomo Nancy Jeane Tuturoong Nasib Marbun Natalia Kristiani Pangemanan Nelwan, Christa Kitsy Ngama, Kezia Nur Fiat, Daffa Nur Nurul Rizkyani Paat, Margareth Paath, Rivaldo Paendong, Indah Pangemanan, Jonatan Pangemanan, Natasha Pangemanan, Rachel Pasanda, Marlin Syellen Patanduk, Arpen Payung, Grace Tandi Petiunaung, Joshua Ezra Porayou, Andre Prayer kusen, Miracle Punusingon, Paskal Rafby Saputra Mokodompit Rahayaan, Jacob RAHAYAAN, JACOB ALFANICOLLS Reinhard Komansilan Reinhard Komansilan Rendy Syahputra Rengkung, Chezkiel Rengkung, Vancel Rewur, Afny Rahel Prastika Ricardus Anggi Pramunendar Rombeallo, Gabryela Salassa, Norris Elden Salsabilla Putrihanda Sanriomi Sintaro Sembeng, Emmanuela Shakila Maisa Ayu Sibarani, Alu Sitompul, Natanael Soekamto, Nasya Emanuel Sugiarso, Brave Angkasa sumarauw, Joanna Sumarno, Anggraini Dwi Putri Sumendap, Rivaldy Immanuel Supoyo, Bertrand Suranta Bill Fatric Ginting Tafuama, Daniel Takalamingan, Gerald Tondang, Andrew Tutu, Erlica M.I. Umboh, Markus Umboh, Markus Karamoy Victor Tarigan Victor Taringan Wanda Angella Pantouw Wiwik Akhirul Aeni Wungow, Marsel Yefta Yosia Asyel Yeremia Euodia Gumolili Yuri Vanli Akay Zacharias, Glorya Zalmi, Wahyuni Fithratul Zefanya Kambey Zuldesmi