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Journal : informatika

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 Abdon E. Sayori Abdul Syukur Adabaye, Sarmila Adinda Franky Nelwan Aditya Lapu Kalua Adrian, Glerio Agatha Biring Akay, Yuri Bakti, Andi Ikhtiar Barca Sembeng Batjo, Lourdes BATJO, LOURDES CHRISTIAN PASKAH Benedict, Edward Bernad Jumadi Dehotman Sitompul Beryl Wakas Beverly Daniel Velix Rauan Biring, Agatha Biringpasemba, Thya Oksabella Blessy Tefilla Tangkuman Brave A. Sugiarso Cleantha Polii Daniel Febrian Sengkey Dhiva Runkat Dringhuzen J. Mamahit Dringhuzen Mamahit Dringhuzen Mamahit, Dringhuzen Eman, Jonathan Emmanuela Sembeng Erlica M.I. Tutu Fabiano Antonius Mamangkey, Xavier Fajar Salinding Buntu Payuk Farsit Manoppo, Faldy Febiola Lengkong Fithratul Zalmi, Wahyuni Flouresita Udampo Genggong, Arkafali PF Geoffrey G Matantu Gigir, Winston Gizelda Felicya Jeanette Lewu Happyeaster Nathanael Maindoka Herni Herawati Elisabeth Abraham Hosiana S. R. Wuwungan Illahi, Nabil Irvan Trang Jeheskiel Liwe Jeremia Siregar Jeremia, Imanuel Jimmy Reagen Robot Jontinus Manullang Joseph Alexander Wowor Jourgent Ligouw Kalambia, Audia Endondaya Kaligis, Jonathan Kartyka Nababan Kaunang, Ronaldino Kendek Allo, Yusi Meilany Kenneth Palilingan Kerenhapukh Priskila Waworuntu Kevin, Darmansyah Geraldy Kodoati, Hizkia Kolang, Indri Claudia kurnia, rahmi putri Las D. Hutasoit Lasut, Aleeisandro Leatemia, Kevin Legi, Kevin Lelemboto, Jeremia Lie, Nobiana Louisa Lolong 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 Nabila Putri Nadira Tri Ardianti Purnomo Nancy Jeane Tuturoong Nasib Marbun Natalia Kristiani Pangemanan Natasha Pangemanan Nelwan, Christa Kitsy Ngama, Kezia Niken Febiana Putri Pakaya Niken Pakaya Nur Fiat, Daffa Nur Nurul Rizkyani Paat, Margareth Paath, Rivaldo Paendong, Indah Pangemanan, Jonatan Pangemanan, Natasha Pangemanan, Rachel Parihala, Lordy Lawrence Pasanda, Marlin Syellen Patanduk, Arpen Payung, Grace Tandi Petiunaung, Joshua Ezra Porayou, Andre Prayer kusen, Miracle Princenoel Wanei Punusingon, Paskal Putung, Frico Rama Rafby Saputra Mokodompit Rahayaan, Jacob RAHAYAAN, JACOB ALFANICOLLS Reinal Eljre Moningka Reinhard Komansilan Rengkung, Chezkiel Rengkung, Vancel Rewur, Afny Rahel Prastika Ricardus Anggi Pramunendar Rifky P. R. Umar Rombeallo, Gabryela Sagai, Kenzu G. Salassa, Norris Elden Salsabilla Putrihanda Sanriomi Sintaro Sembeng, Barca Sembeng, Emmanuela Shakila Maisa Ayu Sibarani, Alu Sitanggang, Jonathan Sitompul, Natanael Soekamto, Nasya Emanuel Stevina Lembong Sugiarso, Brave A Sugiarso, Brave Angkasa Suharto, Muhammad Fachruddin sumarauw, Joanna Sumarno, Anggraini Dwi Putri Sumendap, Rivaldy Immanuel Supoyo, Bertrand Suranta Bill Fatric Ginting Tafuama, Daniel Takalamingan, Gerald Taringan, Victor Tika Putri Agustina Tondang, Andrew Trifena Sweetly Kasenda Turangan, Yermia Umboh, Markus Umboh, Markus Karamoy Victor Tarigan Victor Taringan Wanda Angella Pantouw Wantasen, Dafa Khairu Fadillah Winston Gigir Wiwik Akhirul Aeni Wungow, Marsel Yaulie Deo Y. Rindengan Yefta Yosia Asyel Yeremia Euodia Gumolili Yngwie R. V. S. Lumendek Yuri Akay Yuri Vanli Akay Zacharias, Glorya Zefanya Kambey Zuldesmi