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All Journal Syntax Jurnal Informatika Infotech Journal Journal of Information System Journal of Information Technology and Computer Science (JOINTECS) Techno Nusa Mandiri : Journal of Computing and Information Technology RESEARCH : Computer, Information System & Technology Management INTECOMS: Journal of Information Technology and Computer Science JUTIM (Jurnal Teknik Informatika Musirawas) JURNAL PENDIDIKAN TAMBUSAI STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Systematics Jurnal Informatika dan Rekayasa Perangkat Lunak RESLAJ: RELIGION EDUCATION SOCIAL LAA ROIBA JOURNAL Jurnal Teknologi Informatika dan Komputer Jurnal Ilmu Komputer dan Teknologi (IKOMTI) Innovative: Journal Of Social Science Research SATIN - Sains dan Teknologi Informasi
Ultach Enri
Universitas Singaperbangsa Karawang
Religion Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Public Health Social Sciences Other

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Analisis Sentimen terhadap Penyelenggaraan Sea Games 2023 Kamboja pada Twitter Menggunakan Algoritma Naive Bayes Farah Fadila Rahman; Frise Anesha Lutia; Ultach Enri
Jurnal Informatika dan Rekayasa Perangkat Lunak Vol 5, No 2 (2023): September
Publisher : Universitas Wahid Hasyim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36499/jinrpl.v5i2.8946

Abstract

Southeast Asian Games or SEA Games is a Southeast Asian sporting event held every 2 years, where the participants are 11 member countries of the Association of Southeast Asian Nation (ASEAN). Cambodia was chosen as the host for the 2023 SEA Games. The implementation of the SEA Games in Cambodia experienced many controversies ranging from the inverted Indonesian flag to leaking lodging rooms for athletes. Social media Twitter became one of the places for netizens to express their opinions about the implementation of the SEA Games in Cambodia. This study aims to determine the level of tendency of positive, negative and neutral opinions through the sentiment analysis process. The sentiment analysis process is carried out using the Naive Bayes method, through five main stages, namely Data Selection, Preprocessing, Transformation, Data Mining, and Evaluation. The data used comes from Twitter users who use the hashtag "SEA Games Cambodia" then obtained data as many as 1595 tweets. The results of this study describe the results of Naive Bayes implementation and performance testing using confusion matrix obtained accuracy 66%, precision 70%, recall 66%, and f1-score 61%. and also obtained the results of the tendency of public opinion sentiment on Twitter with positive results as much as 49%, then negative results as much as 40% and neutral results as much as 11%.
Co-Authors Adi Kurniawan Adi Santoso Agung Prabowo Amar Luthfi Azhari Ali Ridha Bayu Laksono Wahyu Arminsyah Chaerur Rozikin Dewi Septiani Dharma Ajie Nur Rois Dina Amelia Alzahra Elin Nurlia Farah Fadila Rahman Farid Farid Frise Anesha Lutia Hannie, Hannie Heni   Anggraeni Heru Triana Hopi Siti Hopipah Istiningdias, Dini Sri Jaman, Jajam Haerul Kamal Prihandani Muhammad Diki Hendriyanto Nina Sulistiyowati Nur Arifin Putri Dewi Wulandari Riska Sagita Siti Indriyana Tasyifa Nafsiah Muthmainnah Tesa Nur Padilah Tiara Destiana Yuyun Umaidah