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All Journal Perfecting a Video Game with Game Metrics CESS (Journal of Computer Engineering, System and Science) Jurnal Inspiration Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Journal of Information Technology and Computer Science (JOINTECS) Infoman's Jurnal Informatika dan Rekayasa Elektronik SmartComp
Windu Gata
STMIK Nusa Mandiri Jakarta
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Other

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Journal : Perfecting a Video Game with Game Metrics

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Analysis sentiment about islamophobia when Christchurch attack on social media Windu Gata; Achmad Bayhaqy
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 18, No 4: August 2020
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v18i4.14179

Abstract

Islamophobia is formed by "Islam" with "-phobia" which means "fear of Islam". This shows the view of Islam as "other" and can threaten Western culture. The recent horrific terror attack that took place at the Christchurch mosque in New Zealand, is the result of allowing an attitude of hatred towards Islam in the West. Twitter is social media that allows users send real-time messages and can be used for sentiment analysis because it has a large amount of data. The lexical based method using VADER is used for automatic labeling of crawling data from Twitter. And then compare Supervised Machine Learning Naïve Bayes and SVM algorithm. Addition of SMOTE for Imbalanced Data. As result, SVM with SMOTE is proven the highest performance value and short processing time.
Co-Authors Achmad Bayhaqy Achmad Rifai Agus Salim Salim Anas Faisal Andi Taufik Angelina Puput Giovani Arif Budiarto Cicih Sri Rhayu Daniel Sianturi Dewi Ayu Puspitawati Efid Dwi Agustono Faried Zamachsari Gabriel Vangeran Saragih Hani Subakti Helmy Ligaputra Kadinar Novel M Hilman Fakhriza M. Anif Muhamad Tabrani Muhammad Ilham Prasetya Muhammad Luthfiy Kurniawan Harsono muhammad luthfiy kurniawan harsono Nurajijah Nurmalasari - Prasetyo, Basuki Hari Sigit Kurniawan Siswanto, Siswanto Susafa'ati Utama, Gunawan Pria Yuris Alkhalifi