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All Journal Indonesian Journal on Computing (Indo-JC) JOIN (Jurnal Online Informatika) JURNAL MEDIA INFORMATIKA BUDIDARMA Building of Informatics, Technology and Science JINAV: Journal of Information and Visualization eProceedings of Engineering
Indwiarti, Indwiarti
Telkom University, Bandung
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Library & Information Science Mathematics

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Journal : Building of Informatics, Technology and Science

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Prediction Retweet Using User-Based and Content-Based with ANN-GA Classification Method Edvan Tazul Arifin; Jondri Jondri; Indwiarti Indwiarti
Building of Informatics, Technology and Science (BITS) Vol 4 No 2 (2022): September 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i2.1931

Abstract

Current technological advances have caused rapid dissemination of information, especially on social media, one of which is Twitter. Retweeting or reposting messages is considered an easily available information diffusion mechanism provided by Twitter. By finding out why a user retweets a tweet from another person and by making this prediction we can understand how information diffuses on Twitter. In this study, Artificial Neural Network – Genetic Algorithm is used in the classification process and uses user-based and Content-Based features. Evaluation result obtained in this study are 90% accuracy, 72% precision, 83% recall, and 65% F1-Score value on the model by Oversampling.
Co-Authors Aniq Atiqi Rohmawati Annisa Aditsania Bagas Yafitra Pandji Cici Olivia Daffa Ulayya Suhendra Dika Rizky Nurcholis Dyas Puspandari Edvan Tazul Arifin Erni Sumaryati Fhira Nhita Fiona Ramadhani Senduk Fitriyani Fitriyani Ika Nugraheni Irma Palupi irma palupi Jondri Jondri Jondri Jondri Jondri Jondri Justinus Dedy Handyka Simanjuntak M. Abdul Jabbar May Rozakhi Takkas Mochamad Ikbal Ashari Muhammad Rizqi Akbar Ni Luh Ketut Dwi Murniati Ni Putu Winda Ardiyanti Rafik Khairul Amin Rangga Arya Pamungkas Rian Febrian Umbara Rica Ning Nurhasanah Rizky Farida Utami Rizky Rahmattullah Samuel Erlangga Tegar Tionanda Putra varid vaya yusuf Vena Erla Candrika Yulian Sibaroni Yuliant Sibaroni