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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Jurnal Ilmiah KOMPUTASI CogITo Smart Journal Cyberspace: Jurnal Pendidikan Teknologi Informasi JSiI (Jurnal Sistem Informasi) Jurnal Ilmiah Media Sisfo Jurnal Telematika Journal of Information System,Graphics, Hospitality and Technology Jurnal Teknologi Dan Sistem Informasi Bisnis Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Djtechno: Jurnal Teknologi Informasi Jurnal Teknologi Sistem Informasi Jurnal Salam Sehat Masyarakat (JSSM) Jurnal Sistem Informasi Triguna Dharma (JURSI TGD) Prosiding Seminar Nasional Pengabdian Kepada Masyarakat Journal of Comprehensive Science Malcom: Indonesian Journal of Machine Learning and Computer Science Jurnal Sistem Informasi dan Bisnis Cerdas Jurnal Karya Abdi Masyarakat Literasi: Jurnal Pengabdian Masyarakat dan Inovasi Jurnal (FORSINTA) Informatika, Sistem Informasi dan Kehutanan Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Jurnal Manajemen Sistem Informasi Jurnal Pengabdian Masyarakat (JPM) Pinang Masak Jurnal Informatika Polinema (JIP) BATIK: Jurnal Pengembangan dan Pengabdian Masyarakat Multikultural Informasi interaktif : jurnal informatika dan teknologi informasi
Arsa, Daniel
Program Studi Sistem Informasi, Universitas Jambi
Religion Agriculture, Biological Sciences & Forestry Humanities Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Library & Information Science Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : Jurnal Telematika

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Analisis Sentimen Opini Publik Terhadap Pariwisara di Masa Pandemi COVID-19 Menggunakan Metode Naïve Bayes Arsa, Daniel; Weni, Indra; Fahreza, Agil
Jurnal Telematika Vol. 17 No. 1 (2022)
Publisher : Yayasan Petra Harapan Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61769/telematika.v17i1.450

Abstract

The tourism industry is a sector that has the potential to be developed as a source of state income. The tourism sector is the second largest source of state revenue after taxes. The arrival of tourists in an area has an impact on local resident who have provided prosperity and prosperity in the vicinity. The Covid-19 pandemic that has occurred in the world has had a very broad impact, including on the tourism sector and the creative economy. The decline in foreign tourist arrivals resulted in huge losses. This creates a public response to government policies. The community's response to tourism can be seen in social media. One of the most popular social media is Twitter. Obtained as many as 3000 tweet data that will be classified using the Naïve Bayes algorithm. Naive Bayes is a text mining technique to build a simple classifier model but has high accuracy in classifying. With the use of the Naive Bayes algorithm in this study, the results obtained are 62% accuracy values with an average value of 62% precision, 62% recall value, and 62% F1-score value.
Co-Authors Abidin, Zainil Ade Adriadi Agustin, Imelda Aisyah, Nabila Dinda Aldiansyah, Aldiansyah Ali Nurdin Hidayat Ambarwati, Diah Anggraini, Nabila Febrisa Anugradia, Nabila Ardian Salsa Rusmana Aryani, Reni Aulia Dwiza Puteri Benedika Ferdian Hutabarat Budi Aswin Dafian, M. Febrin Dahmiri Daniel Arsa, Daniel Dawam Suprayogi Dedy Setiawan Dedy Setiawan Denny Prabawa, Aditya Dewi Lestari Dewi Lestari Dhian Eka Wijaya Dwi Lestari, Fitri Dwi Prakoso, Dimas Edi Saputra EDI SAPUTRA Edwin Permana Effiyaldi, Effiyaldi Eka Hervy, Nazwa Enggrani Fitri, Lucky Fadhila Putri Zahardy, Farah Fahreza, Agil Faizar Farid Febrisa Anggraini, Nabila Fernando, Anang Prahari Halimah Halimah Hanis, Farisyah Lutfiah Hubaybah, Hubaybah Huwaida, Abelia Maisya Ilhami, Mohamad Indra Lasmana Tarigan Ismi Nurwaqiah Ibnu Iza Sofiani, Amanda Jaya, Asirman Khaira, Ulfa Khairul Alim Kuswanto, Hasby Lucky Enggrani Fitri Maisya Huwaida, Abelia Martina Asti Rahayu muhaimin, raihan Muhammad Razi A musnaini musnaini Musnaini Musnaini Nelson Nelson Ningsih, Siti Cahya Norman Syarief Noverina, Yolla Nugraha, A. Prima Putri Ramadhani, Nanda Rahmadesia, Tania Ramadhani, Nanda Putri Raudati, Imelda Rizky Ardiansyah Putra, M. Rizqa Raaiqa Bintana Sahrial Sari, Riska Rahma Siregar, Alifah Siregar, Alifah Salsabillah Sofiani, Amanda Iza Suniyyah, Nabila Syalom, Cahya Tri Maulana Ramadhan, Ikhsan Tri Suratno Trinanda, Randi Ulfa Khaira, Ulfa Utomo, Pradita Eko Prasetyo Weni, Indra Zahra, Salmah Nur Zainil Abidin