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All Journal Journal of Politic and Government Studies Journal of Business & Banking Jurnal Minds: Manajemen Ide dan Inspirasi Al Khawarizmi: Jurnal Pendidikan dan Pembelajaran Matematika AKSIOLOGIYA : Jurnal Pengabdian Kepada Masyarakat Jurnal Pilar Nusa Mandiri Jurnal Ekonomi dan Bisnis Jurnal Ilmu Ilmu Agribisnis: Journal of Agribusiness Science Jurnal Inovasi Hasil Pengabdian Masyarakat (JIPEMAS) Jurnal Samudra Ekonomi dan Bisnis Kasuari: Physics Education Journal (KPEJ) Jurnal Crystal : Publikasi Penelitian Kimia dan Terapannya Kontribusia : Research Dissemination for Community Development LINGUA : Jurnal Bahasa, Sastra, dan Pengajarannya Jurnal Industri Kreatif dan Kewirausahaan Community Development Journal: Jurnal Pengabdian Masyarakat Early Childhood Research and Practice Syntax: Journal of Software Engineering, Computer Science and Information Technology Jurnal Abdi Panca Marga PENSA E-JURNAL: PENDIDIKAN SAINS Jurnal Teknologi Pendidikan ( JTekpend) Jurnal Ilmiah Manajemen dan Bisnis (JIMBis) Journal of Computers and Digital Business Journal of Informatics, Electrical and Electronics Engineering Journal of Islamic Psychology and Behavioral Sciences Zona Kebidanan : Program Studi Kebidanan Universitas Batam Mars: Jurnal Teknik Mesin, Industri, Elektro dan Ilmu Komputer Masyarakat Mandiri: Jurnal Pengabdian Dan Pembangunan Lokal Issues in Mathematics Educations (IMED) Ekoman: Jurnal Ekonomi, Bisnis Dan Manajemen Inovasi Pendidikan dan Anak Usia Dini
juwita sari
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Journal : Jurnal Pilar Nusa Mandiri

 1 
SENTIMENT ANALYSIS ON THE TWITTER PSSI PERFORMANCE USING TEXT MINING WITH THE NAÏVE BAYES ALGORITHM Maulana, Fajrullah; Abdullah, M Arief; Sari, Juwita; Siddik, Dimas Zappar; Agustinus, Matius; Saputra, Dedi Dwi
Jurnal Pilar Nusa Mandiri Vol 18 No 2 (2022): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Peri
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/pilar.v18i2.3938

Abstract

Social media has developed rapidly today, so social media is no longer just a place to interact and socialize but also to express opinions or criticize a particular party or institution. After the incident at the Malang Kanjuruhan stadium in October 2022, many netizens criticized the performance of PSSI as Indonesia's number one organization that oversees football competitions in Indonesia. For this reason, sentiment analysis was carried out on the official PSSI account on Twitter to assess the performance of PSSI by grouping them as Satisfied and Unsatisfied using the Naïve Bayes Classifier. Sentiment analysis took tweets from the official PSSI account and as many as 1000 comments to be used as a dataset. Then preprocessing is carried out in the GATA Framework using the Annotation Removal, Remove Hashtag, Transformation Remove URL, Regexp, Indonesian Steaming, and Indonesian Stopword Removal methods. The results obtained were 82.82% for accuracy, 78.69% for precision, 90.33% for recall, and 0.866 for AUC. With these results, the value obtained is at a good classification level.
Co-Authors Abdullah, M Arief Abdurrahmansyah Agustinus, Matius Ahmad Rizki Sridadi Ahmad Swandi Ahmad Syukri Sitorus Anantamongkolkul, Chidchanok Arwien, Rizki Trisnawaty Baihaqy, Ahmad Bambang Ari Wahjoedi Bambang Ari Wahjoedi Choiriyah Desti Riandiani Eko Nurmianto Fadilla Fauziah Nasution Ghifari, M Alvien Hafid, Rachmawati Abdul Haryono, Mimpira Helvi Yanfika Hermin Budiningarti Hidayat, Dimas Andi Satriyoadi Ike Utia Ningsih Indah Nurmayasari Inge M. Sutjahja Intan Widya Saputri Nst Irwandi, Andi KURNIA KURNIA, KURNIA Lailan Sofinah Harahap Mardeli Maulana, Fajrullah Mhd Furqan Mildawati, Titik Muhammad Reza Pahlawan Nasrullah Nur Laily Nurhidayati - Nurhidayati Nurhidayati Ponco Bambang Mahargiono, Ponco Bambang Pradhani, Fastha Aulia Purnama, Derik Rizki Rachmad Abdullah Rahmadhanningsih, Sri Ratnasari Yahya, Dian Resna Trimerani, Resna respatia, wimba Reza Pahlawan, Muhammad Rita Prima Bendriyanti Rizal Maulana, Rizal Rustandi, Tata Saputra, Dedi Dwi Saputri Nasution, Intan Widya Sariman, Syahrul Satria Abadi Satria, Vinza Hedi Siddik, Dimas Zappar Silvia Mona Siti Rokhmi Fuadati Sparisoma Viridi SRI WULANDARI Suadma, Udin Syahrenny, Nenny Usman Ulbar Utari, Cut Eka Wimba Respatia Wiwin Handoko Yahya Yahya Yahya Yahya Yani, Prawita Yollanda Putry