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Nurlita, Nurlita
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Journal : JSE Journal of Science and Engineering

 1 
Sentiment Analysis, Classification of Twitter Tweets of the Constitutional Court Decision on Vice Presidential Candidates Using Naïve Bayes Method Nurlita, Nurlita; Rudiman, Rudiman; Hallim, Abd
JSE Journal of Science and Engineering Vol. 3 No. 2 (2025): Journal of Science and Engineering
Publisher : LPPI Universitas Muhammadiyah Kalimantan Timur (UMKT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30650/jse.v3i2.3894

Abstract

The development of information technology has had a significant impact on the acceleration and ease of exchanging information and communication. The emergence of popular social media platforms, such as Twitter, Facebook, Instagram, Youtube in order to explore trending and popular information. Social media has become a reference for the Indonesian people in considering all possibilities that are happening, including public unrest against decision-making that is not in accordance with the norms and ethics within the scope of the constitutional court. Decisions issued by the Constitutional Court (MK) have the potential to trigger significant reactions and debates in society. In this research, we conducted a sentiment analysis on the current issue of the Constitutional Court, where the problem is that many people doubt the decisions taken and many also support the decision so that the virtual world becomes a place for people to express their thoughts about it, especially on the Twitter platform. In expressing their thoughts on the Twitter platform will display Positive, Negative, and Neutral expressions. The method used to see the results of the analysis of the Constitutional Court Decision is the Naïve Bayes method to get accurate results. By using 540 data, the total data of F1 results is the average of precission and recall: AUC of 93.8%, Classification accuracy (CA) of 21.7% Model accuracy of 97.1% Recall of 21.7% F1 score of 14.8%, with a total of 540 data, a total of 10 negative actual data, while 7 positive and 523 neutral. With these results, many people respond to the results of the Constitutional Court's decision Neutral.
Co-Authors Afiani, Nur Afriana, Afriana Afrida, Herlina Alkhafi Maas Siregar Anjani, Lusia Arbayani, Arbayani Ashar Ashar Asmawar, Siti Ayu Wandiri, Indri Azzahra, Azzahra Batubara, Mahdiyana Aisyah Batubara, Muhammad Khairi Dahlan Bintang, Andreas Damanik, Juli Hartati Daviq Chairilsyah Derlina . Devi Risma Dewi, Lhupiana Dian Miranda Dzakiyyah, Zahwa Eddiyanto , El Ihsani, Miftahurriadh Fachry Abda El Rahman Fahri, Rama Febrian, Ariel Febriana, Sella Ghoniamh, St As Ginting, Geby Theresa Hallim, Abd Handoyo, Dwi Harahap, Windi Aulia Apryanti Harefa, Harefa Hasanah, Ummi Hasibuan, Alza Annisa Helmida, Ummi Hudayat, Miftahul Hukmi Hukmi, Hukmi Indri Yani, Indri Irviani Anwar Ibrahim, Irviani Anwar Jayadi, Yusma Indah Julia Julia Juliana Juliana Kanariansa, Chindona Khoerunnisa, Putri Lathifa, Raisya Vio Lisa Lisa, Lisa Lukman Arsyad Lukmanulhakim ., Lukmanulhakim Maharani, Widia Malliki, Budi Ilham Manik, Agnes Viola Manik, Krisdayanti Marmawi R . Marmiati, Busri MOHAMMAD BUDIYANTO Naibaho, Thalia Cornelia Angelica Nawawi, Puji Nur Aisyah Nur Rahayuningsih, Nur Nurhanifah, Halima Permata, Suci Indah Purba, Betty Safitry Purba, Novridah Reanti Purnamasari, Enda Putri, Raden Annisa Maharani Putri, Rita Ivanka Pratama Raihan, Muhammad Imam Ramadhan, Annisa Rizkya Ramadhan, Taufiq Ramlah Ramlah Ria Novianti Rita Kurnia Rudiman, Rudiman Salamah, Ikka Sary, Jania Yovita Satria Mihardi Satria, Defni Setiawan, Johan Siahaan, Alvando Siahaan, Parlaungan Gabriel Silaban, Marchiana Ivo Silalahi, Mutiara L Silitonga, Mela Yanna Sinaga, Desna Sari Sipangkar, Renita Br Siregar, Elvianna Siti Nurhalimah Sitompul, Kasthera Putri Sitriah Salim Utina Situmorang, Immanuel Basado Sugandi, Sugandi Sukma, Fadila Diani Syahffira, Wan Nor Syahrul Basri Syarfaini Syarfaini, Syarfaini Tamba, Rade Yamen Taufik Hidayat Tita Nofianti, Tita Tus Sakinah, Mardiah Tuti Hardianti Tutolibiyah, Inayah Wawan Bunawan Wijaya, Dian Rezki Wilson Wilson Wusono Indarto Yani, Lora Yeni solfiah, Yeni Yusra, Rahma Azhari Zulkifli N Zulkifli N Zulkifli N, Zulkifli N