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All Journal Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal CoreIT JTERA (Jurnal Teknologi Rekayasa) Techno Nusa Mandiri : Journal of Computing and Information Technology PROCESSOR Jurnal Ilmiah Sistem Informasi, Teknologi Informasi dan Sistem Komputer Informatik : Jurnal Ilmu Komputer Journal of Information System, Applied, Management, Accounting and Research Jurnal Tekno Kompak Jurnal Ilmiah Ilmu dan Teknologi Rekayasa ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat Bulletin of Information Technology (BIT) Melek IT: Information Technology Journal Indonesian Community Journal CONSEN: Indonesian Journal of Community Services and Engagement Internet of Things and Artificial Intelligence Journal Jurnal Ilmiah Pengabdian Kepada Masyarakat Room of Civil Society Development SEMNASTERA (Seminar Nasional Teknologi dan Riset Terapan) Jurnal Sistem Informasi Galuh Jurnal Rekayasa Sistem Informasi dan Teknologi Sainteks: Jurnal Sain dan Teknik ABDIKOM Jurnal Kecerdasan Buatan dan Teknologi Informasi Jurnal Computer and Technology Engineering: Journal of Mechatronics and Education Journal of Blockchain, Nfts and Metaverse Technology Expert Net: Exploration Journal of Technological Education Trends Inventor: Jurnal Inovasi dan Tren Pendidikan Teknologi Informasi Room of Civil Social Development
Dwi Vernanda
Politeknik Negeri Subang
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Journal : Jurnal CoreIT

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Violation Types Determination of The Whistleblowing System Using the C4.5 Algorithm Dwi Vernanda; Rian Piarna; Helfira Lustiana; Tri Herdiawan Apandi
Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu Komputer dan Teknologi Informasi Vol 9, No 1 (2023): June 2023
Publisher : Fakultas Sains dan Teknologi, Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (317.21 KB) | DOI: 10.24014/coreit.v9i1.22897

Abstract

Whistleblowing is a complaint system and follow-up management of each violation report. The problem that arises is when determining the follow-up, namely determining the severity or severity of the violation and the sanctions given are only based on the superior's assessment without adhering to standard guidelines or rules. This results in the sanctions given not in accordance with the violations committed. The purpose of this study is to classify the types of violations so as to facilitate the determination of sanctions on the whistleblowing system using the C4.5 Algorithm. The partition was performed three times with the highest additional value of 0.8516 and a decision tree was obtained. Based on the decision tree, the final node that has been generated is then extracted into 27 rules. The classification results from the C4.5 Algorithm can be used to classify the types of violations with an accuracy rate of more than 80%. The first validation with 15 tests obtained an accuracy rate of 86.66%. The second validation is the combination of data on 125 cases of combination data and obtained an accuracy rate of 84.8%. The decision tree generated from three partitions consists of 27 rules that can be used as a pattern to classify the types of violations.
Co-Authors ,, Susilawati Abdul Kholiq Adi Ivani Yusuf Adi Ivani Yusuf Adrian Ramadhan Ganjarrintana Affandi, Tri Herdiawan Agustina, Sintia Bela Alijoyo, Franciskus Antonius Amelia Ramadhani, Amelia Ananda, Tasya Ancela, Mika Anjali, Natasha Resya Aprilia Putri, Zahran Zain Arif Hidayat Asyhari, Mugia Rochmat Aulia Megi, Tria Auliya Zenita Rachman, Annisa Azhis Sholeh Buchori Bagas Putra, Ray Satya BUDI SETIAWAN Daniel Happy Putra Diana Aqidatun Nisa Faadiyah Cheryl Rachelia Faadiyah Cheryl Rachelia Fadlil Abdul Halim Fahry Maulana, Muhammad Fatimah Az-Zahra Fawziah, Nasywa Fazkal M Akbar Firmansyah, Fachri Fitriawati Fitriawati Ganjarrintana, Adrian Ramadhan Gumelar, Mikal Raya Gusnanda Hana Hanifah, Hana Hanan, Ardian abdul Haryati Haryati Haryati Haryati Hasbillah Helfira Lustiana Hendriawan, Tri Henki Bayu Seta Herdiawan, Tri Hilal Iqbal A Hilda Nur Febriliani Kurniawan, Bagas Laila Fadillah, Cika Lani Nurlani Mashuri, Chamdan Meidasari, Indah Tri Mika Ancela Moch Rafly Pratama Mohammad Iqbal Mohammad Iqbal muhammad rifqi aji pratama Muhammad Taufik Hidayat Mulyani, Trianti Dwi Nasib Marbun Niken Tri Desnawati Nindy Irzavika Niqotaini, Zatin Noor, Reza Fazarany Nugroho, Yohanes Sinung Nunu Nugraha Nunu Nugraha Purnawan Nuraeni, Anik Aida NurAfifah, Amirah Nurfitria Khoirunnisa Nurizati, Zahrani Nuryaman, Iqbal Oktaviani, Luluk pohan, Nurul Fauziah Purnawan, Nunu Qonita, Octavia Rachmawati, Erika Ray Satya Bagas Putra Rian Piarna Rifal Nurpazri, Adifa rikke Rivki Aditiya Maulana Rivki Aditiya Maulana Riyanto, Brilian Adiguna Roby Bayu Maulana Rofiani, Riska Rosalpina, Dini Sari Azhariyah Setiawan, Hepi Sintia Bela Agustina Sisnawati Sitompul, Bernad J. D. Slamet Rahayu Slamet Rahayu Sugiwa, Agin Susilawati Susilawati Susilawati Susilawati, Susilawati Syafiq, Muhammad Muflih Syifa, Syifa Rizkita Ananda Tri Herdiawan Tri Herdiawan A Tri Herdiawan Apandi Tri, Tri Herdiawan Apandi Usep Abdul Rosid Virtalioka, Sheva Wahyuliana, Muthiah Wiati Gusti, Kharisma Wijaya, Masesa Angga Wijaya Wulan Siti Nurul Yanti Andriyani Yudiyanto, Oyok Zainal Abidin Achmad