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All Journal Jurnal Teknik ITS Jurnal Teknologi Informasi dan Ilmu Komputer Sinkron : Jurnal dan Penelitian Teknik Informatika Digital Zone: Jurnal Teknologi Informasi dan Komunikasi Systemic: Information System and Informatics Journal Jurnal Mantik Jurnal Teknik Elektro dan Komputasi (ELKOM) Jurnal Pengabdian Masyarakat IPTEKS JUSTINDO (Jurnal Sistem dan Teknologi Informasi Indonesia) BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer International Journal of Science and Society (IJSOC) Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Smart Techno (Smart Technology, Informatic and Technopreneurship) Demokrasi: Jurnal Ilmu Pemerintahan Jurnal Aplikasi Sistem Informasi dan Elektronika International Applied Science ENDLESS : International Journal of Future Studies Jurnal Penelitian IPTEKS
Bagus Setya Rintyarna
Universitas Muhammadiyah Jember
Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology 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 Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Social Sciences Other

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Journal : International Applied Science

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Assessing Technique For Mapping Public Response To DKI Jakarta Governor Policy In Handling COVID-19 Pandemic Using SVM BASED Sentiment Analysis Bagus Setya Rintyarna; Wahyu Nurkholis Hadi Syahputra; Triawan Adi Cahyanto; Riska Nur Maulida
International Applied Science Vol. 1 No. 1 (2022): Proceedings of International Conference on Rural Development (ICRD) 2020
Publisher : Universitas Muhammadiyah Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32528/ias.v1i1.50

Abstract

Since the coronavirus outbreak or known as COVID-19 spread throughout the world, especially in Indonesia. The Governor of DKI Jakarta issued several policies to deal with the spread of COVID-19. However, this policy has become a conversation on social media such as Youtube. Through audience interaction in the comments column, giving lots of positive and negative sentiment comments, the audience response is classified using the sentiment analysis technique of comments to find out which sentiments are positive, negative, and neutral for each comment. In this study, the data were taken from news video comments. The method used is the Support Vector Machine and the selection feature uses the Term Frequency-Inverse Document Frequency (TF-IDF). The data used amounted to 945 Indonesian language comments. Accurate results obtained by using the addition of a stoplist at the preprocessing stage a.
Post Pandemic Public Acceptance Map Toward Ijen Geopark Using Aspect Based Sentiment Analysis Technique Bagus Setya Rintyarna
International Applied Science Vol. 1 No. 2 (2022)
Publisher : Universitas Muhammadiyah Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32528/ias.v1i2.163

Abstract

Tourism is one of the sectors that has been seriously hit by the impact of the Covid-19 pandemic indicated by the sharp decrease in the number of both domestic and foreign tourists visit. The decrease has also been experienced by the popular tourist destination located in the border of Bondowoso and Banyuwangi Regency namely Ijen Geopark. Since the tourism sector has shown a significant role as a driver of economic activity, the aim of this work is to build public acceptance map toward Ijen Geopark as the government reduce the limitation of the prohibition policy to handle the spread of Covid-19. Sentiment analysis is adopted to build the public acceptance map by using TripAdvisor dataset. To gain a fine grained, results we extent the technique using our proposed aspect-based sentiment analysis making use cosine similarity algorithm and several keywords. Using several keywords and cosine similarity algorithm, we succesfully extract aspect of the topic. Employing Naïve Bayes, we then labeled the sentiment orientation of the associated aspect extracted from sentence. During 2022, we highlight the fact that most tourist positively accept Ijen Geopark. Some parts that need to be evaluated by the decision maker and related party is Sulfur Mining and the cost since both aspect received more negative comment compared to the positive ones.
Co-Authors Abadi Sanosra Agus Zainal Arifin Ahmad Zulfan, Ahmad Ainun Najib aji brahma nugroho, aji brahma Al-Rosyid, Latifa Mirzatika Albani, Erza Rizki Any Farida Ari Eko Wardoyo Athoillah, Dwi Kemal Auliq, Muhammad A'an Avid Leonardo Sari A’yun, Qurrota Bahri, Mokh Hairul Candra Krismana Daryanto Daryanto Desta, Senki Dewi Lusiana Dian Wardiana Sjuchro Donny Aliyanto Fatkhul Yaqin, Muhammad Brian Fitriana Fitriana Fitriana, Fitriana Hanifatul Azizah Herry Setyawan Ida Widiawati, Ida Khalid Khalid Kursiyanto, Muhammad Nurcahyo Laksana, Rico Wahyu Lismana, Germenio Cipta M Aan Auliq Moh. Dasuki Muhammad Hermansyah Muhammad Yosi Ashadi Mutia Pamikatsih Nanda Kurnia Wardati Nico Djundharto Djajasinga Nur Qodariyah Odilia D. Insantuan Pamuji, Muhammad Ridho Permataning Tyas, Salsabila Mazya Prasastiningtyas, Widyapuri Prasetya, Tri Budi Pribadi, Heru Cahyono Rahman, Dhimas Fachri Reza Yuridian Purwoko Rezeki, Syailendra Reza Irwansyah Rian Sacipto Richo Artha Wijaya Riska Dwi Ayu Lestari Riska Nur Maulida Riyanarto Sarno Sasmiyanto, Sasmiyanto Setyawan, Herry Siti Nurhayati Sofia Ariyani Suharso, Wiwik Tazkiyah, Ivfa Tut Triawan Adi Cahyanto Tuti Dharmawati Tyas, Salsabila Mazya Permataning Wahyu Nurkholis Hadi Syahputra Wijayanti, Lumastari Ajeng Yachya Trapsilo Rochim ZA, Saida Zainurossalamia Zainul Arifin