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Maryaningsih, Maryaningsih
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Journal : Jurnal Komputer

 1 
Penerapan Algoritma C4.5 Dalam Memprediksi Tingkat Kelulusan Siswa Pada SMPN 06 Bengkulu Tengah Wahidi, Agus Rahman; Maryaningsih, Maryaningsih; Suranti , Dewi
Jurnal Komputer Vol 1 No 2 (2023): Januari-Juni
Publisher : CV. Generasi Insan Rafflesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70963/jk.v1i2.55

Abstract

SMPN 6 Central is a junior high school educational institution in Central Bengkulu. This school has a lot of data related to academic activities, for example student graduation data. These data have not been utilized as fully as possible, for example to predict student graduation, so that action can be taken to maximize preparation for the final exam. This research was conducted to design an application system using a classification technique that can process large amounts of data to find patterns that occur in student data. The data processing is used to predict student graduation. The classification technique used is the decision tree with the implementation of C4.5 algorithm. The input used is in the form of attributes from student data including semester from semester 1 to 6, skills scores and National Standard School Examination scores (USBN). Therefore, to make it easier to predict the graduation rate, an application testing uses data on students who have graduated from 2019 to 2020, totaling 100 students and the results of testing from 2021 to 2022, totaling 81 students. The knowledge gained from the results of the application training is expected to be utilized by the management of SMPN 6 Central Bengkulu as a more effective decision-making tool in planning and preparing for students' final exams. Based on the results of the tests carried out, it can be concluded that this application can predict student graduation at SMPN 6 Central Bengkulu.
Co-Authors Abdullah, Muntasir Afriandi, Afriandi Aini Nurul Aisyah, Yola Hayatul Alinse , Rizka Tri Amelia, Putri Ricki Andika Pradana Anggriani, Anggriani Ardiansyah, Keken Ariantara, Yudi Arif, Hilda Meisya Arliando, Yode Asnawati Asnawati Beti , Ila Yati C. Kader, Bando Amin Candora, Adib Dahlia Dahlia Dedi Haryadi Dewi Agustina Diah Selviani, Diah Dimas Aulia Trianggana Dinero, Rio Eko Suryana Elfianty , Lena Endang Setyaningsih Erbakan, Muhammad Ichsan Erwansyah, Ronald Evi Lorita, Evi Eyanoer, Putri C. Fadlul Amdhi Yul, Fadlul Amdhi Fajri, Bintang Firdaus, Ruby Fotarisman Zaluchu, Fotarisman Fredricka, Jhoanne Hadi Nata, Difran Handayani, Tita Septi Haq, Muhammad Daffaul Haryadi, Bambang Herawan Hati, Indah Prasepta Herri Fariadi, Herri Hidayat, Karno Saputra Imma Rachayu, Imma Irawan, Tinton Jorgi, Bayu Julita , Rina Jumiati Siska, Jumiati Jusiati, Arini Jusuf Wahyudi Kader, Bando Amin C. Kencana Putri, Mona Kurnia, Shinta Laida, Risa Larasati, Jesicha Fitria Lena Elfianty Lestari, Septyca Tri Lianda , Deri Listyoko, Aditya S. Liza, Monika Luki, Luki Malius, Aset Martha Heriniazwi Dianthi Martiani Martiani, Martiani Maryani Maryani Mesterjon, Mesterjon Miranda, Melly Mustika, Yola Narti , Sri Nova Nova Nurliyanti, Rani Nur’aini, Hesti Pandia, Pandiaman Parza, Yopi Pranata, Sony Pratama, Dandy Anugrah Pulama, Dandi Putra , Dilmai Putra, David Mandala Putra, Dilmai Putra, Dirgantara Risianti, Devi Rulyanti, Merry S Siswanto Sabri, Aiman Sanjaya, Aldy Santia, Suci Anugrah Sapta Sari Saputra , Harius Eko Saputra, Harius Eko Sari, Mala Sartika , Devi Sartika, Devi Savela, Yela Sinaga, Sudirman P. Siti Sundari SM, Anis Endang Sri Narti, Sri Suhardi, Nadia Elisa Sulaiman Sulaiman Supardi , Reno Suranti , Dewi Suryadi, Aprilia Sutandra, Lagut Tarigan, Amira P. Tarigan, Amira Permatasari Tosary, Desi Triwahyudi, Bibit Vanti, Mey Esa Dwi Vera, Yeni Vethy Octaviani Wahidi, Agus Rahman Wahyu Chandra Wahyuni, Melisa Wansyah, Agistio Wardoyo, Kristiyo Indriadi Weeildyalihumarita, Weeildyalihumarita Wibowo, Hafizh Fakhry Widiatama, Danang Wijanarko, Wahyu Yani, Yosi Asniar Yansyah, Novi YANTO YANTO Yusuarsono, Yusuarsono Zulfiandry, Ricky Zulkarnain Zulkarnain