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All Journal Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Techno.Com: Jurnal Teknologi Informasi Jurnal Buana Informatika CESS (Journal of Computer Engineering, System and Science) Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Journal of Information Systems and Informatics Tematik : Jurnal Teknologi Informasi Komunikasi Walisongo Journal of Information Technology Jurnal Indonesia : Manajemen Informatika dan Komunikasi Jurnal Ilmiah Teknologi dan Komputer (JITTER) Jurnal Indonesia : Manajemen Informatika dan Komunikasi
I Made Agus Dwi Suarjaya
Universitas Udayana
Computer Science & IT Engineering Languange, Linguistic, Communication & Media Library & Information Science

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Journal : JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING

 1 
Classification of Public Figures Sentiment on Twitter using Big Data Technology Ayu Krisnasari Ni Komang; I Made Agus Dwi Suarjaya; I Made Sunia Raharja
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol 6, No 1 (2022): Issues July 2022
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jite.v6i1.7329

Abstract

Public figures often receive widespread public attention because they can exert a meaningful influence. On Twitter, the users can freely express their opinion through tweets. There are about 456,000 tweets sent in a minute which with this large and diverse number will make Big Data. Big Data has valuable potential for better decision-making. This large amount of tweet data can yield valuable information through sentiment analysis. This study aims to conduct a sentiment classification of Indonesian public figures using Twitter's data. This study used 1,034,329 tweets collected from Twitter in the period November 2021 until March 2022. Tweet classification is done by building a classification model using the Bidirectional Long Short-Term Memory algorithm. Sentiment toward public figures in Indonesia is 45.98% negative sentiment, 28.04% positive sentiment, and 25.98% neutral sentiment resulting from this study. The highest positive sentiment is obtained by public figures when there is content or news that is relevant to the public figure, while the highest negative sentiment is obtained when there is content or news that contradicts the image of the public figure.
Co-Authors A.A Ngurah Hary Susila A.A. Ketut Agung Cahyawan Wiranatha Anak Agung Ketut Agung Cahyawan Wiranatha Anak Agung Ketut Agung Cahyawan Wiranatha Anak Agung Ketut Cahyawan Wiranatha Ayu Krisnasari Ni Komang Ayu Wirdiani Dewa Gede Kesuma Yoga Dwi Putra Githa Dwi Rusjayanthi, Dwi Efraim William Solang Eva Martina Sitorus G M Arya Sasmita Gede Widya Dharma gemara adiyasa parahita nugraha Gusti Agung Ayu Putri Gusti Agung Mayun Kukuh Jaluwana I Gusti Made Diva Widia Wiartha I ketut Gede Darma Putra I Made Adhiarta Wikantyasa I Made Bagita Bhagaskara I Made Sukarsa I Made Sunia Raharja I Made Sunia Raharja I Nyoman Piarsa I Putu Agung Bayupati I Putu Agus Eka Pratama I Putu Arya Dharmaadi I Putu Gede Panji Badra Mahayana I Putu Hendra Geovaldo I Putu Kevin Ari Narayana I Putu Wijaya Adi Candra I Putu Wira Cahaya Pratama Yudha I Wayan Agus Kerta Nugraha Ida Bagus Gde Dwipermana Sidhi Ida Bagus Kade Taruna Ida Bagus Nyoman Yoga Ligia Prapta Ilham Yoga Prabhaswara Johan Tamin Kadek Arya Putra Permana Kadek Suar Wibawa Ketut Dimas Aresta Saskara Ketut Mediana Ayu Candrayani Kevin Christopher Bakkara Komang Arta Wibawa Luh Kade Devi Dwiyani Made Adhi Satrya Nugraha Made Andika Verdiana Mario Valentino Ngeo Goa Nathania Novenrodumetasa Ngurah Indra Purnayasa Ni Kadek Ratna Sari Ni Luh Ketut Inggitarahayu Anggasemara Ni Made Ika Marini Mandenni Ni Nyoman Indri Wika Astuti Ni Putu Ayu Widiari Ni Putu Nirmala Dewi Widhiasih Ni Putu Viona Viandari Nyoman Gede Rayka Sedana Diatmika Pande Nengah Purnawan Philip Danito Putu Adhika Dharmesta Putu Alta Saputra Putu Andre Mahaputra Putu Bayu Suarnata Wahyu Putra Putu Ratih Wulandari Putu Wira Buana Putu Yudha Yarcana Reyhan Todo Noer Yamin Ridho Hisbi Sulaiman Rizki Dwi Satriya Sheila Shevira Vidya Chandradev Zebedeus Cheyso