p-Index From 2021 - 2026
14.233
P-Index
This Author published in this journals
All Journal SMARTek JURNAL SAINS PERTANIAN EQUATOR NUTRIRE DIAITA Paradikma: Jurnal Pendidikan Matematika Wiraraja Medika: Jurnal Kesehatan Jurnal NERS Phi : Jurnal Pendidikan Fisika dan Terapan Buletin Penelitian Sosek SELAMI IPS JINOP (Jurnal Inovasi Pembelajaran) Jurnal Sains dan Teknologi Pangan JURNAL PENDIDIKAN FISIKA JST ( Jurnal Sains Terapan ) Phinisi Integration Review SAMARAH: Jurnal Hukum Keluarga dan Hukum Islam JOURNAL OF APPLIED INFORMATICS AND COMPUTING SAINS Pertanian Jurnal Akuatiklestari Jurnal Fish Protech Martabe : Jurnal Pengabdian Kepada Masyarakat Al-Banjari : Jurnal Ilmiah Ilmu-Ilmu Keislaman Jurnal Kreativitas PKM Unes Law Review JISIP: Jurnal Ilmu Sosial dan Pendidikan SRIWIJAYA JOURNAL OF MEDICINE Jurnal Ilmiah Aquinas Jurnal Review Pendidikan dan Pengajaran (JRPP) Journal of Language Education and Educational Technology (JLEET) SULTANIST: Jurnal Manajemen dan Keuangan Jurnal Teknologi Informasi dan Pendidikan Building of Informatics, Technology and Science Ilmu Hukum Prima SOSCIED Jurnal ABDINUS : Jurnal Pengabdian Nusantara An-Nadaa: Jurnal Kesehatan Masyarakat Science Midwifery Bidayah: Studi Ilmu-Ilmu Keislaman Jurnal Peduli Masyarakat Jurnal Ilmiah JKA (Jurnal Kesehatan Aeromedika) Jurnal Sains Kesehatan Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Pewarta Indonesia Pelangi: Jurnal Pemikiran dan Penelitian Pendidikan Islam Anak Usia Dini Jurnal Kesehatan Tambusai Jurnal Ilmiah Wahana Pendidikan Indonesian Journal of Business and Management MAHESA : Malahayati Health Student Journal Journal of Public Health Innovation (JPHI) Jurnal EMPATI (Edukasi Masyarakat, Pengabdian dan Bakti) KESANS : International Journal of Health and Science Jurnal EduHealth Juwara : Jurnal Wawasan dan Aksara Indonesian Journal of Health Science Jurnal Keperawatan Tarbiyah Islamiyah: Jurnal Ilmiah Pendidikan Agama Islam COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat Journal Of Human And Education (JAHE) Jurnal Pengabdian Kepada Masyarakat Sisthana Datokarama English Education Journal (deejournal) Journal of Nursing Invention Journal of Islamic and Law Studies (JILS) JURNAL CURERE Fikruna : Jurnal Ilmiah Kependidikan dan Kemasyarakatan Tropical Plantation Journal Journal of Comprehensive Science Aurelia: Jurnal Penelitian dan Pengabdian Masyarakat Indonesia Journal of Artificial Intelligence and Digital Business General Ledger : Jurnal Studi Ilmu Akuntansi dan Keuangan Majalah Cendekia Mengabdi Jurnal Ilmiah Akuntansi dan Keuangan (JIAN) Jurnal Abdimas Jatibara Sabangka Abdimas Jurnal Pengabdian Masyarakat Sabangka At-Tajdid: Journal of Islamic Studies Phinisi Applied Accounting Journal Jurnal Hukum dan Keadilan El-Mujtama: Jurnal Pengabdian Masyarakat ISLAMIC PEDAGOGY: Journal of Islamic Education JEMARI : Jurnal Edukasi Mahasiswa Sunan Giri Bima Zona Kebidanan : Program Studi Kebidanan Universitas Batam TAFASIR Assyarikah: Journal Of Islamic Economic Business Alamtana Jurnal Ilmiah BioSmart Journal of Educational Science and E-Learning Pelangi: Jurnal Pemikiran dan Penelitian Pendidikan Islam Anak Usia Dini Jurnal Gallus Gallus SELAYAR: Jurnal Pengabdian Masyarakat Indonesian Journal of Islamic Jurisprudence, Economic and Legal Theory JI-KES (Jurnal Ilmu Kesehatan) Sawerigading
Claim Missing Document
Check
Articles

Found 1 Documents
Search
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 Abdul Karim Abdullah, Zuhair Abdurrahim, Abdurrahim Abidin, Lalu Abdul Muhyi Achmad Baihaqi Adhaleni, Annisah Aemana, Ummu Afif, Irfani agus rahmat Ahmad, Hairul Ahmad, Hilwah Ahmadi Hasan Aisah Jamili Aji, Danang Kusuma Akbar, Syamsul Makriful aksal, aksal Alfarizi, Muhammad Alfitra, Muh. Alpiyanti, Delia Amalia, Maya Rezka Amiluddin Amiluddin, Amiluddin Anak Agung Istri Sri Wiadnyani Ananda, Rizqa Ananta, Putri Anggeriyane, Esme Anggraini, Fitria Ani Cahyadi Anita Suharyani Antonius Sri Hartono Arafik, Malik Arif Rahman Arjani, Ida Ayu Arlin Adam, Arlin Asriani Asriani, Asriani Ayu Andira Azidin, Yustan Busaifi, Rizki Butarbutar, Marisi Candra Kusuma Negara Chairunnisa Chairunnisa Dadang Rahmat Hidayat Dahlia, Mutiara Damanik, Deta Sonia Deni Luvi Jayanto Destira, Fellycia Devi Artanti, Guspri Dhian Herdhiansyah Dian Handayani Dina Hermina Dodik Hartono Dwi Shinta Angreni Dwiani, Afe Dwiria Wahyuni Dwiyanti, Wiwi Dzikrullah, Dadang Emelsy, Nalurry Emma, Arrifah Noer Eva Dolorosa evy noorhasanah, evy Failasuf Fadli Farih, Muhamad Fauziah, Rifka Anesha Febrianti Lestari Filayati, Muhammad Akbar Firayunita, Anisa Firdaus, Muhammad Isro Firdaus, Nadiyah Nur Fitria, Al Vaya Fitria, Henni Gilang, Gilang Guspri Devi Artanti Haeril, Andi Handris, Handris Hanna Hanna Hanura Aprilia, Hanura Haslianti Haslianti, Haslianti Hayatunufus, Hayatunufus Heriani, Novia Herliani Herliani Hermawansyah Hermawansyah Hernawati Hernawati Heru Ryanto Budiana Hidayah, Laila Hidayati, Alfina Hikmah, Hanifatul Ho, Ting Seng Husaini, Hasan Husnul Khatimatun Inayah I Nyoman Jirna, I Nyoman I Wayan Karta I Wayan Sudarsana Ida Bagus Gede Darmayasa Imran Imran Inayatillah Inayatillah Indalestari, Wa Ode Dien Indriani, Irma Irfan, Diandra Syahrani Iskandar PP, Agus Isnawati, Iin Aini Izma Daud, Izma Jaenuddin, Arsyad Jalaluddin Jalaluddin jayadi, irfan Jayawarsa, A.A. Ketut Junaidi Junaidi Kamaruddin, Syamsu A Kamsinar, Kamsinar Kandriasari, Annis Khadijah, Lussy Putri Khairun Nisa Khoiroh, Iswatin Kirana, Rita Krisna, Bayu La Ode Midi, La Ode Lajaria, Ridha larasati, risma Leluni, Adelia Lestari, Agnes Tadika Lia Idealistiana Lilis karlina, Lilis Linda Linda Lukman Hakim Lukman Setiawan LUKMAN, LUKMAN Lumingkewas, Cindy Sandra Magvira Zawiyah, Aurelia Mahdiyah Mahdiyah, Mahdiyah Maitri Paramita, Elvina Maolinda, Winda Marfuah Marfuah Mariam Mariam, Mariam Marthuridy, Roly Marwan Marto Silalahi Masitah Masitah Mathuridy, Roly Marwan Mega Fatimah Rosana Mega Nurhanisa Meitavani, Meitavani Meka, Aderia Dang Moh. Rasyid Ridho Muhammad Afif Muhammad Arif Muhammad Aswar Limi Muhammad Jufri Muhammad Ridwan Muhsinin Muhsinin, Muhsinin Muliyani, Mariani Mulyadi, Lalu Ahmad Mulyono Mulyono Muna, Ariatul Munawwarah Munawwarah, Munawwarah Munirwan Zani, Munirwan Musleh, Musleh Mutawali, Akhmad mutiara mutiara Nafolion Nur Rahmat, Nafolion Nur Naim, Ifin Nasution, Hamidah . Nazri Maulana Khani Selian Netty Netty Ni Luh Suriani Nisa Adelia, Nisa Noor Khalilati, Noor Norfriati, Norfriati Normirawati, Normirawati Norrahman, Rezki Akbar Nur Hamim Nur Hikma, Nur 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 Purba, Sabar Lina Putri Rahadian Dyah Kusumawati Putri, Alvionita Putri, Riska Yunita Rabiatul Adawiyah Rahayu, Agustinur Rahimah, Rahimah Rahmadani, Ulfy Rahmadaniah, Dina Rahmaniar Rahmaniar, Rahmaniar Rahmat Hakim, Budi Rahmat Hidayat Rahmat Kamal Rahmatika, Hayati Rahmawati, Ita Sunik Rahmi, Aisya Rajuddin, Wa Ode Nursaadha Ramadhana, Yulia Ramadhani, Muhammad Ramanda, Della Raudah, Solihan Renanda, Rizka Aulia Ridawati, Ridawati Ridha Taurisma Lajaria Riduansyah, Muhammad Rifki, Achmad Rinianty, Rinianty Riyanto, Wisnu Rizka Yunita Romadani, M. Alwi Rozano, Ariel Reynaro Rukmawati, Desyana Putri Rusdianasari Rusdianasari 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 Sartiah, Sartiah Sembiring, Debby Tesalonika Br Sembiring, Polintan Rehulina Septiasih, Wike Setyapratiwi, Hela Shanzet, Flavia Fionessa Falenda Siahaan, Yansen Sismulyanto Sitepu, Cindy Sapika Sitompul, Ruth Sahanaya Sofiyan, Hilmi Sohiron, Sohiron Sri Khaerawati Nur Suci Fitri Rahayu Sugiarta, Sugiarta Suhari Suhari Sukmawati Sukmawati Sunanto Sunanto Sundari, Cokorda Dewi Suprianto, Ghalib Supriyadi, Bagus Surya Sukti, Surya Suryawan Ang Suwandewi, Alit Suwarjoyowirayatno, Suwarjoyowirayatno Suyuti, Machmud Syahbani, Ahmad Israq Syamsuddin, Ichwan P Syaputri, Marsanda Syifa, Dhita Fadilah Tabara, Reijeng Tamba, Kharisma Wati Tamba, Nurhanifa Tampubolon, Sutar Oktaviani Tandungan, Juan Edward Thahir, Ilyas Titop, Herman Ulannaseh, Heni Jumratul Ulya, Aisyah Qonita Umi hanik Fetriyah, Umi hanik Victor Sampebulu Wahdah Wahdah Wahidah Wahidah Wahyusari, Shinta Waruwu, Athalia Michaela Widodo, Panggih Wikklin, Monica Wilan Krisna, Luh Ade Winny Retna Melani Wulan, Diah Retno Wulandari, Citra Wulandari, Siti Athira Yahya Mof Yeka Hendriyani Yulianti, Yeni Yuniarti, Ainun Yuniarti, Kristina Zaitun Zaitun zaqyyah huzaifah, zaqyyah Zulaikah, Eni