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Journal : scientific journal of informatics

The Utilization of Naive Bayes and C.45 in Predicting The Timeliness of Students’ Graduation Wibowo, Agung; Manongga, Danny; Purnomo, Hindriyanto Dwi
Scientific Journal of Informatics Vol 7, No 1 (2020): May 2020
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v7i1.24241

Abstract

An assessment of the success of a college is if the student's graduation rate is on time and high every year. The timeliness of students' graduation can be influenced by several factors. This study aims to determine the profile of the students who graduated both on time and not on time given a certain graduation predicate set by the institution and to know the factors influencing students’ gradution. The model used in this study using the NBC to determine the graduation pattern and the Decision tree to determine the influencing factors. In calculating the NBC algorithm using rapidminer, it was found that the profiles of students who graduated on time and late with the predicate of less satisfactory, satisfactory, very satisfactory and cumlaude. In the Desicion Tree calculation, the highest gain values are obtained in the IPK3, IPS1 and IPK2 attributes. This research needs to be developed further by increasing the number of attributes and data, and it is necessary to make a system to determine the accuracy of students’ graduation from the patterns that have been produced so that it can help universities to increase the level of students’ graduation every year.
Co-Authors Abas Sunarya, Po Abdi Samuel Mango Ade Iriani Adhe Ronny Julians Adriyanto Juliastomo Gundo Agni Isador Harsapranata Agung Wibowo Ahmad Bayu Yadila Albert Kriestian Novi Adhi Nugraha Aldi Lasso Alrafi Syammajaya Andreas Resdianto Angela Atik Setiyanti Anton Hermawan Antonius Mbay Ndapamuri Anumi, Maria Grassella Anwar, Ananda Pradana Putra April Lia Hananto Apriliasari, Dwi Ardaneswari, Awanda Arny Lattu Astriyer J. Nahumury Atmoko Nugroho Ayu Sanjaya, Yulia Putri Baihaqi, Kiki Ahmad Bani, Benediktus Benediktus Bani Budhi Kristianto Budi Santoso Cahyaningtyas, Christian Charitas Fibriani Cut Amalia Saffiera Daniawan, Benny Daniel D. Kameo Darmawan Utomo Dendy Kurniawan Destiyani, Gati Dian Widiyanto Chandra Dwi Hosanna Bangkalang Efendy, Rifan Eko Nur Hermansyah Eko Sediyono Elfira Umar Elmanda, Vonda Erwianta Gustial Radjah Erwien Christianto Evangs Mailoa Evi Maria Faturahman, Adam Fauzi Ahmad Muda Filimdity, Elsa K. Flawelna Falerery Pesulima Florentina Tatrin Kurniati Frederik Samuel Papilaya Girinzio, Iqbal Desam Gunawan Gunawan Hanita Yulia Harry Agustian Henderi Hendry Hendry . Hendry Hendry Hendry, - Henry Adhi Sulistyo Herdin Yohnes Madawara Hindriyanto Dwi Purnomo Huda, Baenil I Ketut Suada Indrastanti Ratna Widiasari Irwan Sembiring Ivan Kovac Ivanna K. Timotius Iwan Setiawan Iwan Setyawan Johan Jimmy Carter Tambotoh Joko Siswanto Joseph Teguh Santoso Julianingsih, Dwi Julians, Adhe Ronny Krismiyati Kristia Yuliawan Kristoko Dwi Hartomo Lelatobur, Lovely Ezverenzha Lorna Yertas Baisa Lukman Santoso Madawara, Herdin Yohnes Mango, Abdi Samuel Martza Merry Swastikasari Michael Alan Hirdi Pukada Muhamad Yusup Muhammad Ryza Awwali , Sulartopo, Muhammad Ryza Awwali , Muhtarom Nina Setiyawati Ninda Lutfiani Nuryadi, Didik Panja, Eben Penidas Fodinggo Tanaem Perdana, Eric Megah Po Abas Sunarya Prasetia, Yoga Agung Prasetio, Nanda Wiryawan Priatna , Wowon Pudjajana, Andre Maureen Purnomo, Hendryanto Dwi Qurotul Aini Qurotul Aini Radius Tanone Rahardja.,M.T.I.,MM, Dr. Ir. Untung Ravensca Matatula Ravensca Matatula Reinhard Alfaries Saemani Reni Veliyanti Rimes Jopmorestho Malioy Rissal Efendi Rivort Pormes Rivort Pormes Rivort Pormes, Rivort Roy Rudolf Huizen Runtulalo, Yahya Supit Saian, Septovan Dwi Suputra Santoso, Joseph Teguh Santoso, Nuke Puji Lestari Selfiana Pandie Sophia Tri Satyawati Sri Yulianto Joko Prasetyo Stefanus Christian Relmasira Suharyadi Sulistyo, Henry Adhi Sutarto Sutarto Sutarto Wijono Swastikasari, Martza Merry Takumi Sase Theopillus J. H. Wellem Tri Wahyuningsih Tukino Tukino, Tukino Untung Rahardja Victor Peter Lodewyk Duan Willson Mangoki Winny purbaratri Winsy C.D Weku Wiwien Hadikurniawati Yari Dwikurnaningsih Yerik Afrianto Singgalen Yessica Nataliani Yohana Andianti Yudo Devianto