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All Journal JOURNAL ONLINE OF PHYSICS SEIKO : Journal of Management & Business JIEB : Jurnal Ilmiah Ekonomi Bisnis Infotek : Jurnal Informatika dan Teknologi Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Akrab Juara : Jurnal Ilmu-ilmu Sosial Jurnal Ilmiah Wahana Pendidikan CEMERLANG :Jurnal Manajemen dan Ekonomi Bisnis Al-Dhikra STORAGE: Jurnal Ilmiah Teknik dan Ilmu Komputer Jurnal Manajemen dan Ekonomi Kreatif Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahaan Jurnal Riset dan Inovasi Manajemen Maeswara: Jurnal Riset Ilmu Manajemen dan Kewirausahaan Lokawati: Jurnal Penelitian Manajemen dan Inovasi Riset Jurnal Manuhara: Pusat Penelitian Ilmu Manajemen Dan Bisnis Jurnal Administrasi Profesional Triwikrama: Jurnal Ilmu Sosial Nian Tana Sikka: Jurnal Ilmiah Mahasiswa Akuntansi: Jurnal Riset Ilmu Akuntansi Neraca Manajemen, Akuntansi, dan Ekonomi Jurnal Ilmiah Manajemen Ekonomi Dan Akuntansi (JIMEA) Intellektika: Jurnal Ilmiah Mahasiswa Moneter : Jurnal Ekonomi dan Keuangan Santri : Jurnal Ekonomi dan Keuangan Islam Jurnal Manajemen, Ekonomi dan Akuntansi The Indonesian Journal of Computer Science Jurnal Riset Multidisiplin Edukasi
Taufik Akbar
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Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Medicine & Pharmacology Physics Social Sciences Other

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Journal : The Indonesian Journal of Computer Science

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Perbandingan analisis sentimen pada aplikasi SIREKAP dengan aplikasi SITUNG di media sosial X menggunakan algoritma Support Vector Machine Taufik Akbar; Rahmi Imanda
The Indonesian Journal of Computer Science Vol. 13 No. 4 (2024): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v13i4.4084

Abstract

Indonesia is a democratic system, the election must through PEMILU. Until now, the KPU has made 2 applications for the elections, the Vote Selection Information System (SITUNG) and the Electronic Recapitulation Information System (SIREKAP). However, it turns out that the implementation of elections with these two applications raises various kinds of sentiments from the community. This research aims to determine the public sentiment towards SITUNG and SIREKAP and whether the number of negative sentiments of SIREKAP is more than SITUNG. This research takes data from X social media and uses SVM for algorithm. The number of sentiments used for SITUNG is 1469 which consists of 832 positive sentiments and 637 negative sentiments, then for SIREKAP is 1897 which consists of 1092 positive sentiments and 805 negative sentiments. The results of the precision, recall and f1-score values on SITUNG are around 70%, 69%, 69% while SIREKAP is around 67%, 66%, 66%.
Co-Authors Ahmad Farhan Fatoni Ahmad Idris Ajeng Auliana Putri Andhini Fitria Nurmalasari Andre Yunus Imanuel Aprilia Dian Eva Sari Aprilia Dian Evasari Argubi Silwan Ari Satriadi Arnila Sandi Bela Arumawati Dandy Ferdiansyah Dian Febryanto Dian Nursafitri Edi Murdiyanto Erika Novya Lestari Erwin Syahputra Fachri Aditya Fariz Irchamsyah Reza Fauziah Zalza Sabillah Fera Zuning Ayu Ningtyas Fitria Ulfa Ganis Anggraeni Aidhul Fitri Geby Novita Permatasari Geya Fajar Agustina Hafnizah Amir Harianto, Kukuh Hidayatul Fadli Indra Darma Sitepu Insika Aina Halila Intan Puspita Aji ira kusuma dewi Irfan perastya Dinata Ivan Adi Putra Ardhana Jagat Sugiantara Januardi Januardi Jason Arliano Satya Ongko Kaula Desma Sari Kevin Bramasta Lathifah Khoirunnisa Martua Hamonangan Nasution Maulida Fitria Mawar Ratih Kusumawardani Mawardi Nur Moch Saleh Udin Moch. Saleh Udin Moh Aziz Fikri Muhammad Bimo Prihandoko Muhammad Dwi Nor Alfian Niam Muhammad Izul Haq Nadia Puspita Sari Nining Latianingsih Nita Fiyani Nor Latifah Nurkadri, Nurkadri Prasasti, Karari Budi Quinn Nakula Junior Rafikhein Novia Ayuanti Rahmi Imanda Ria Novia Agustin Rini Wulandari Ririn Wahyu Arida Rizal Agfrans Pratama Rizka Fitriana Rizky Fadhlia Ramadhan Rizky Nursasongko Gunri Sarwo Sucitra Amin Shinta Friska Febriani Pranoto Sjamsi, Nurus Slamet Adi Prastyo Sultan Bayu Ananta Suseno Hendratmoko Syahputra Syahputra Tamsir Ariyadi Tiara Ika Rahmawati Trisnia Widuri Ujang Syahrul Mubarok Ustadus Sholihin Vina Zulia Sari Viona Putri Ayu Dewanti Wiki Berliano Wiwik Zuliana Yennita Yennita Yuriska Wahyu Wijayanti Zulfia Rahmawati Zulirfan Zulirfan