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All Journal Faktor Exacta Techno Nusa Mandiri : Journal of Computing and Information Technology JIRA: Jurnal Inovasi dan Riset Akademik
Irwansyah Saputra
STMIK Nusa Mandiri
Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Other

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Journal : Faktor Exacta

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Perbandingan Kinerja Algoritma K-Nearest Neighbor, Naïve Bayes Classifier dan Support Vector Machine dalam Klasifikasi Tingkah Laku Bully pada Aplikasi Whatsapp Irwansyah Saputra; Didi Rosiyadi
Faktor Exacta Vol 12, No 2 (2019)
Publisher : LPPM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/faktorexacta.v12i2.4181

Abstract

WhatsApp is the most popular messaging application in Indonesia. This causes the emergence of cyberbullying behavior by its users. This study aims to classify WhatsApp chat to two classes, namely bully and not bully. The classification algorithms used are k-NN, NBC and SVM. The results show that the SVM algorithm is better at solving this case with an accuracy of 81.58%.
Co-Authors Adam Bagusmugi Raharjo Cyra Rezky Ananda Syavira Didi Rosiyadi Dwiza Riana Fachri Amsury Jose Andrean Halomoan MUHAMMAD RIZKI FAHDIA Nanang Ruhyana