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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

Sentiment Analysis for the 2024 DKI Jakarta Gubernatorial Election Using a Support Vector Machine Approach Mariani, Mariani; Angreni, Dwi Shinta; Nur, Sri Khaerawati; Rinianty, Rinianty; Jayanto, Deni Luvi
Journal of Applied Informatics and Computing Vol. 9 No. 2 (2025): April 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i2.9260

Abstract

This study analyzes public sentiment regarding candidates in the 2024 DKI Jakarta Gubernatorial Election utilizing a Support Vector Machine (SVM) approach. Recognizing the pivotal role of social media, particularly Twitter, in shaping public opinion, the research addresses the challenges of processing large volumes of unstructured data. Through systematic data preprocessing and feature extraction, the SVM model was applied, achieving a sentiment classification accuracy of 70%. The analysis revealed a distribution of sentiments where 36.1% of comments were positive, 33.4% negative, and 30.5% neutral. These findings illustrate the complexities of public discourse surrounding key political events, highlighting the model's efficacy and the nuances of sentiment detection. Moreover, discussions on model limitations elucidate areas for enhancement, suggesting future avenues including the adoption of more sophisticated algorithms and improved data processing techniques. This research contributes to the understanding of voter sentiment dynamics in a significant electoral context, providing insights that may assist campaign strategies and political analyses in Indonesia.
Co-Authors aAzzahra, Dinda Abdul Gani Ahmad Aemana, Ummu Afif, Irfani agus rahmat Ahmad, Hilwah Akbar, Syamsul Makriful Amalia, Maya Rezka Ang, Suryawan Anggeriyane, Esme Anggraini, Fitria Ani Cahyadi Antonius Sri Hartono Arafik, Malik Arnianti Arnianti Aryadi, Irwin Asriani Asriani, Asriani Butarbutar, Marisi Candra Kusuma Negara, Candra Kusuma Chairunnisa Chairunnisa Dadang Rahmat Hidayat Dahlia, Mutiara Damanik, Deta Sonia Deni Luvi Jayanto Destira, Fellycia Dhian Herdhiansyah Dina Hermina Dodik Hartono Dwi Shinta Angreni Dwiria Wahyuni Emelsy, Nalurry Emma, Arrifah Noer evy noorhasanah, evy Farih, Muhamad Fauziah, Rifka Anesha Febrianti Lestari Firayunita, Anisa Fitria, Henni Haeril, Andi Hamidah, Dina Hanna Hanna Hanura Aprilia, Hanura Haslianti Haslianti, Haslianti Hayatunufus, Hayatunufus Hendra Hendra Heriani, Novia Herliani Herliani Hermawansyah, Hermawansyah Heru Ryanto Budiana Hidayah, Laila Hidayati, Alfina Husaini, Hasan I Wayan Sudarsana Inayah, Husnul Khatimatun Inayatillah Inayatillah Indalestari, Wa Ode Dien Indriani, Irma Irfan, Diandra Syahrani Iskandar PP, Agus Islami, Muhammad Dinul Isnawati, Iin Aini Jaenuddin, Arsyad jayadi, irfan Jayawarsa, A.A. Ketut Junaidi Junaidi Kandriasari, Annis Khadijah, Lussy Putri Khairun Nisa Khoiroh, Iswatin Kirana, Rita La Ode Midi, La Ode larasati, risma Leluni, Adelia Lestari, Agnes Tadika Lia Idealistiana LUKMAN, LUKMAN Lumingkewas, Cindy Sandra Mahdiyah Mahdiyah, Mahdiyah Maitri Paramita, Elvina Maolinda, Winda Marfuah Marfuah Mariam Mariam, Mariam Marthuridy, Roly Marwan Marto Silalahi Masitah Masitah Mathuridy, Roly Marwan Mega Nurhanisa Meitavani, Meitavani Meka, Aderia Dang Merlin Karinda Moh. Rasyid Ridho Muhammad Afif Muhammad Arif Muhammad Aswar Limi Muhsinin Muhsinin, Muhsinin Muna, Ariatul Munirwan Zani, Munirwan Musleh, Musleh mutiara mutiara Nahendra, Yusrisal Naim, Ifin Netty Netty Norfriati, Norfriati Normirawati, Normirawati Norrahman, Rezki Akbar Nur Aisyah Nur Hamim Nur Riska Nurhasanah Nurhasanah Nurlaela Rauf Nurul Aprilia, Nurul Nurul Arifin Panca Putria, Evita Pardede, Eni Yusnita Patulak, Lucia Evianti Pitriya, Aima Prasasta, Zainal Dwi Putri, Alvionita Rabiatul Adawiyah Rahayu, Agustinur Rahayu, Suci Fitri Rahimah, Rahimah Rahmadaniah, Dina Rahmaniar Rahmaniar, Rahmaniar Rahmatika, Hayati Rahmawati, Ita Sunik Rahmi, Aisya Rajuddin, Wa Ode Nursaadha Ramanda, Della Rasyda, Riezka Zuhriatika Raudah, Solihan Renanda, Rizka Aulia Ridawati, Ridawati Ridha Taurisma Lajaria Riduansyah, Muhammad Rifki, Achmad Rina Febriana Rinianty, Rinianty Riyanto, Wisnu Rizka Yunita Rusdin, Ilmiani Rusilanti Rusilanti Ruslin, Ruslin S, Grido Handoko Sachriani, Sachriani Salmarini, Desilestia Dwi Samiruddin T, Samiruddin T Samsudin Samsudin Sari, Fatnida Sari, Ratih Mega Puspa Sarinah Sarinah Sartiah, Sartiah Sembiring, Debby Tesalonika Br Sembiring, Polintan Rehulina Septiasih, Wike Siahaan, Yansen Sismulyanto Sitepu, Cindy Sapika Sitompul, Ruth Sahanaya Sri Khaerawati Nur Sugiarta, Sugiarta Sukmawati Sukmawati Sunanto Sunanto Suprianto, Ghalib Supriyadi, Bagus Surya Sukti, Surya Suwandewi, Alit Suwardji Suwarjoyowirayatno, Suwarjoyowirayatno Syahbani, Ahmad Israq Syamsuddin, Ichwan P Syaputri, Marsanda Syifa, Dhita Fadilah Tabara, Reijeng Tamba, Kharisma Wati Tamba, Nurhanifa Tampubolon, Sutar Oktaviani Tandungan, Juan Edward Titop, Herman Ulannaseh, Heni Jumratul Ulayya, Rindu Salsabila Ulya, Aisyah Qonita Umi hanik Fetriyah, Umi hanik Umu Kulsum Victor Sampebulu Widodo, Panggih Wikklin, Monica Winny Retna Melani Wulandari, Citra Wulandari, Siti Athira Yahya Mof Yeka Hendriyani Yulianti, Yeni Yuniarti, Ainun Yuniarti, Kristina Zuhdiyah Matienatul Iemaaniah Zulaikah, Eni