1Yoannes Romando Sipayung, 2Agung Wibowo,3Yoga Zaen Vebrian
1,2,3Informatics Engineering, Universitas Ngudi Waluyo, Jalan Diponegoro No.186, Ngablak, Gedanganak, Kec. East Ungaran, Semarang Regency, Central Java 50512, Indonesia
DOI : https://doi.org/10.47191/ijmra/v5-i12-17Google Scholar Download Pdf
ABSTRACT:
At beginning of 2020, the world was shocked by the outbreak of the coronavirus from China. The coronavirus caused panic in China and killed thousands of Chinese people. Many people seemed to rely on social media for more information. As a result, social media platforms have become mediators between individuals and the rest of the world, even becoming the fastest-growing social applications. Among several well-known social media platforms, Twitter has gained special attention because users can easily broadcast information about their opinions on certain topics through public messages, called tweets. There was public anxiety about the Covid-19 vaccination. Public opinion and unrest are posted on Twitter. Based on this case, it is necessary to analyze the views or opinions of the public regarding the Covid-19 vaccination policy, especially regarding the Booster Vaccine type which can be categorized into positive or negative opinions circulating on Twitter. This research aims to analyze the views of the Indonesian people toward the Covid-19 Booster Vaccine using the K-Nearest Neighbor Algorithm (K-NN).
KEYWORDS:K-Nearest Neighbour, Twitter, Covid-19
REFERENCES
1) Anwar, M. S., Subroto, I. M. I., & Mulyono, S. (2019). Sistem Pencarian E-Journal Menggunakan Metode Stopword Removal Dan Stemming. Prosiding KONFERENSI ILMIAH MAHASISWA UNISSULA (KIMU) 2, 58–70. http://lppm-unissula.com/jurnal.unissula.ac.id/index.php/kimueng/article/viewFile/8420/3887
2) Atina, A. (2019). Aplikasi Matlab pada Teknologi Pencitraan Medis. Jurnal Penelitian Fisika Dan Terapannya (JUPITER), 1(1), 28. https://doi.org/10.31851/jupiter.v1i1.3123
3) Bahtiar, R. A. (2021). Dampak Pandemi Covid-19 Terhadap Sektor Usaha Mikro, Kecil, dan Menengah Serta Solusinya. Pusat Penelitian Badan Keahlian DPR RI, Bidang Ekonomi Dan Kebijakan Publik, XIII(10), 19–24.
https://berkas.dpr.go.id/puslit/files/info_singkat/Info Singkat-XIII-10-II-P3DI-Mei-2021-1982.pdf
4) Furqan, M., Sriani, S., & Sari, S. M. (2022). Analisis Sentimen Menggunakan K-Nearest Neighbor Terhadap New Normal Masa Covid-19 Di Indonesia. Techno.Com, 21(1), 51–60. https://doi.org/10.33633/tc.v21i1.5446
5) Issn, J. H. (n.d.). Pengaruh Penggunaan Media Sosial Twitter Terhadap Sikap Fanatisme Penggemar (Studi Pada Media Sosial Twitter @BTOBIndonesia Terhadap Sikap Fanatisme Penggemar). 120–133.
6) Permatasari, D. I., & Subyantoro, S. (2020). Ujaran Kebencian Facebook Tahun 2017-2019. Jurnal Sastra Indonesia, 9(1), 62–70. https://doi.org/10.15294/jsi.v9i1.33020
7) Robinson, L. (2019). Implementasi Metode Generalized Vector Space Model Pada Aplikasi Information Retrieval untuk Pencarian Informasi Pada Kumpulan Dokumen Teknik Elektro Di UPT BPI LIPI. Jurnal Ilmiah Komputer Dan Informatika.
8) Sipayung, Y. R., Cahya, K., & Wibawa, S. (2020). The Role of Information Technology toward the Development of Online Learning Process in Covid-19 Pandemic Period in Indonesia. PalArch’s Journal of Archaeology of Egypt / Egyptology, 17(4), 948–958.
9) T, A. J., Yanosma, D., & Anggriani, K. (2017). Implementasi Metode K-Nearest Neighbor (Knn) Dan Simple Additive Weighting (Saw) Dalam Pengambilan Keputusan Seleksi Penerimaan Anggota Paskibraka. Pseudocode, 3(2), 98–112. https://doi.org/10.33369/pseudocode.3.2.98-112
10) Wahyudi, D., Susyanto, T., & Nugroho, D. (2017). Implementasi Dan Analisis Algoritma Stemming Nazief & Adriani Dan Porter Pada Dokumen Berbahasa Indonesia. Jurnal Ilmiah SINUS, 15(2), 49–56. https://doi.org/10.30646/sinus.v15i2.305
11) Yoannes Romando, Sulistyowati, R., & Wibisono, I. S. (2019). Identifikasi Komentar Negatif Berbahasa Indonesia Pada Instagram Dengan K-Means. Multimatrix, II(1), 6–8.
12) Yulita, W., Dwi Nugroho, E., Habib Algifari, M., Studi Teknik Informatika, P., Teknologi Sumatera, I., Terusan Ryacudu, J., Huwi, W., Agung, J., & Selatan, L. (2021). Analisis Sentimen Terhadap Opini Masyarakat Tentang Vaksin Covid-19 Menggunakan Algoritma Naïve Bayes Classifier. Jurnal Data Mining Dan Sistem Informasi, 2(2), 1–9. https://ejurnal.teknokrat.ac.id/index.php/JDMSI/article/view/1344
13) Yulita, W., Nugroho, E. D., & Algifari, M. H. (2021). Sentiment Analysis on Public Opinion About the Covid-19 Vaccine Using the Naïve Bayes Classifier Algorithm. Jdmsi, 2(2), 1–9
Volume 05 Issue 12 December 2022
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