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Retno Sari
Department Of Pharmaceutics, Faculty Of Pharmacy, Universitas Airlangga
Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Journal : Jurnal Tekinkom (Teknik Informasi dan Komputer)

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ANALISIS SENTIMEN MASYARAKAT INDONESIA TERHADAP PELUNCURAN DANANTARA MENGGUNAKAN METODE SUPPORT VECTOR MACHINE Sari, Retno; Agustin, Agustin; Rahmiati, Rahmiati; Junadhi, Junadhi
Jurnal Teknik Informasi dan Komputer (Tekinkom) Vol 8 No 1 (2025)
Publisher : Politeknik Bisnis Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37600/tekinkom.v8i1.2351

Abstract

As one of the latest innovations in Indonesia, the launch of Danantara has attracted public attention, especially the X (formerly Twitter) social media community. Understanding public sentiment about the launch is crucial due to the varied reactions. Using the Support Vector Machine (SVM) method as the primary classification algorithm, this study aims to examine how Indonesians perceive the launch of Danantara. Data collected through scraping techniques from social media posts were then processed through text preprocessing processes such as data cleaning, tokenization, and normalization. Categorizing sentiment into positive, negative, or neutral can be done using the signal variable model (SVM). The results show that the majority of the public has a certain sentiment towards the launch of Danantara, as the SVM model can classify sentiment very accurately. In the future, this study will help stakeholders understand public opinion and create better communication plans.
Co-Authors Abd Hakim Laenggeng, Abd Hakim Abhimata Paramanandana Adhitiawarman, Adhitiawarman Adjat Sudradjat Agustin Agustin Alam, Gust Rizki Samudra Noor Andi Saifah Andi Saryoko Anggai, Rifka Anggraini Annisa Maulidia Rahayyu Ardiputra, Muh Akbar Arief Cahyo Wibowo Bambang Sardi Bastoni Semendawai Budi Santoso, Satrio Dewanthy, Kyrana Sekar Dewi Isadiartuti Dewi Isadiartuti Dhurriah Zain Dicky Kurniawan, Muhammad Dinda Monika Nusantara Ratri Dini Retnowati Dini Retnowati Diyah, Nuzul Wahyuning dwi hartanto Dwi Setyawan Eka Saputra, Bagas Eryka A. Novarinandha Esti Hendradi Fadjar Mulya Fauzia, Alfi Nur Febrianti, Clara Firmansyah, Mochamad Lutfi Firmansyah, Mochammad Lutfi Fitrallisan Fitrallisan Guli, Musjaya Hardini, Erza Shafiah Zahraani Pravita Hasan, Wafiqah Latuapo Ida Ayu Putu Sri Widnyani Idha Kusumawati Ilma Amalina Imam Sujadi Intan Nurul Rizki Irma Purnamasari, Ade Junadhi, Junadhi Juni Ekowati Kresna Ramanda Laksono Trisnantoro Lemako, Gideon Sulivan Lumbantoruan, Daniel M. Agus Syamsur Rijal Marcellino Rudyanto Maria Lucia Ardhani Dwi Lestari Marlina Marlina Miatmoko, Andang Mirza Ardella Saputra Mochammad Hatta Muchammad Farchan Chanif Muchammad Farchan Hanif Mufariha, Mufariha Muh Agus S Rijal Muhammad Aditya Bryan Rahadi Muhammad Agus Syamsur Rijal Muhammad Fahrizal Himawan Muhammad Ilyas Mulyana, Septian Dwi Muzakki Ramadhan, Naufal Nasution, Ramadhani Syafitri Nugroho, Dito Pradita Nur Rahmiati, Nur Patigu, Rosy Feraningsih Pawahid Pawahid Pohwain, Berkhat Agung Prastika Krisma Jiwanti Prawiro, Sumarno Reto Raden Joko Kuncoroningrat Susilo Rahayyu, Annisa Maulidia Rahma Rahma Rahmawati, Nurul Dina Rahmiati Rahmiati Ramadanil Pitopang Ramadhan, Wahyu Satria Ramadhani, Firmansyah Ardian Rani Naomi Panjaitan Ratih Yulia Hayuningtyas Ridwansyah Ridwansyah Rifka Anggraini Anggai Rijal, Agus Syamsur Rijal, M. Agus Syamsur Rinaldi Dikanda, Arif Rohana, Melissa Rosyda, Susy Sartini Sartini Seimahuira, Syarah Septian Nafiatul Khasanah Siammita, Dhea Anansya Siti Nurhasanah Nugraha Sugiyartono Sugiyartono Sugiyartono, Sugiyartono Suhailah Hayaza Sukardiman Sulistyowati, Melanny Ika sultan, firdaus SUZANA, SUZANA Tahta Amrillah Taopik Hidayat Theo, Deli Tri Atmojo Kusmayadi Tristiana Erawati Tutiek Purwanti Tutik Sri Wahyuni Widji Soeratri Yeremia Budi Cristian