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Bagus Wicaksono
Sebelas Maret University
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Journal : Jurnal Algoritma

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Analisis Sentimen dalam Opini Publik di Chanel Youtube Indonesia Lawyers Club Tentang Isu Populer dengan Menggunakan Metode LSTM dan Bi-LSTM Wicaksono, Bagus; Nastiti, Vinna Rahmayanti Setyaning
Jurnal Algoritma Vol 21 No 2 (2024): Jurnal Algoritma
Publisher : Institut Teknologi Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33364/algoritma/v.21-2.1696

Abstract

One of the social media that often shares news and is popularly used in Indonesia is YouTube. Through the YouTube platform readers can leave comments to share their opinions under related news. This news and commentary has been a great source of information and research. This article presents a data set containing 368,299 public comments and replies from 73 video news published from 01 January 2024 to 18 May 2024 from the famous “YouTube Indonesia Lawyers Club” channel. To ensure commenter privacy, commenter names are coded in the dataset. This dataset is open for use by researchers with the access link https://data.mendeley.com/datasets/h9335fgsgr/1. This data can help researchers identify patterns in public opinion and analyze how public opinion changes over time. The news topic most liked by the public is related to the Jokowi government, resulting in an accuracy value for the LSTM method of 99.61% while with the LSTM method the accuracy is 98.11%.
Co-Authors Aan Nurfitrianan Aditya Nanda Priyatama Agus Mukholid Agustina, Laelatus Syifa Sari Agustina, Laelatus Syifa Sari Agustina Akrim Permitasari Aliyyah, Aliyyah Alva Putri Deswandari Annisa Inayati MS Arief Nurudhin Arier, Tivani Nava Arif Rohman Hakim Arista Adi Nugroho Budiawan, Irvan Catur Iswahyudi Chusumadinata, Alhabsy D. Purbo Rinanto Diffah Hanim Eddy Prianto Elisabeth Dea Resitarani, Elisabeth Dea Ery Suhartanto Geraldina, Alma Marikka Hadi Sudjito Hakim, Moh. A. Hayati, Kinanti Resmi Hermawan Udiyanto Hidayatullah, Muhammad Irsyad INDAH PUSPITASARI Kusnawati, Ida Kusumaningsih, Rr. Yuliana Rachmawati Kusumawati, Rafika Nur Machmuroch . Mardhiyah, Zahrina Mardiatmi Susilohati Mardiyah, Zahrina Melissa Donda Mochammad Hatta Moh. Abdul Hakim Mulia, Shinta Arta Nasution, Eureka Maharani J. Nurmawati Nurmawati Putri, Pramisyela Adinda R.Th Supraptomo Rahmah Saniatuzzulfa, Rahmah Rika Ernawati S, Vinna Rahmayanti Scarvanovi, Berliana Widi Sri Haryati Sri Kurnianingsih Tara Ken Wita Kirana Tranggono Tranggono Wigianto, Danu Febri Yustinus Denny Ardyanto Wahyudiono