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Eko Sediyono
Universitas Kristen Satya Wacana
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Journal : Jurnal Nasional Teknik Elektro dan Teknologi Informasi

 1 
Analisis Sentimen Masyarakat terhadap Tindakan Vaksinasi dalam Upaya Mengatasi Pandemi Covid-19 Brian Laurensz; Eko Sediyono
Jurnal Nasional Teknik Elektro dan Teknologi Informasi Vol 10 No 2: Mei 2021
Publisher : Departemen Teknik Elektro dan Teknologi Informasi, Fakultas Teknik, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1098.92 KB) | DOI: 10.22146/jnteti.v10i2.1421

Abstract

Coronavirus has become a global pandemic and has spread almost all over the world, including Indonesia. Many negative impacts resulted from the spread of COVID-19 in Indonesia, so the government made vaccination measures to reduce the rate of spread of COVID-19. Responses from the public to vaccination measures are quite diverse on social media Twitter. Some are supportive and some disagree. The purpose of this study is to find out how people's sentiment towards vaccination measures. The data used 845 tweets, using two keywords, "vaksinmerahputih" and "vaksinsinovac." The data is then divided into 253 training data and 592 testing data. The classification will use the SVM and Naïve Bayes methods. The classification result of the Naïve Bayes method received an average accuracy of 85.59%, while SMV of 84.41%. Sentiment results on Naïve Bayes method with keyword "vaksinsinovac" gets positive sentiment of 66% and negative sentiment of 34%, while "vaksinmerahputih" obtains 89% and 11% for positive and negative sentiment, respectively. SVM method with keyword "vaksinsinovac" gets 96% positive and 4% negative, while "vaksinmerahputih" obtains 98% positive and 2% negative. It can be concluded that the results of public sentiment towards vaccination measures received a positive response.
Co-Authors Ade Iriani Adenia Kusuma Dayanthi Adhe Ronny Julians Adi Setiawan Adi Setiawan Adian Fatchurrohim Adila Safitri Agus Priyadi Agus Subhan Akbar, Agus Subhan Agustinus Raharjo Ahmad Nuzulia Rahman Aldian Umbu Tamu Ama Anak Agung Gede Sugianthara Anastasia Kezia Beatrix Mayestika Andi Kristanto Andry Ananda Putra Tanggu Mara Andry Tanggu Mara Angela Atik Setiyanti Anna Simatauw Anthony Anthony Anwar S Ardjo Anwar S. Ardjo Arief Andriono Ariel Kristianto Aris Puji Widodo Aris Puji Widodo Aris Puji Widodo Aris Puji Widodo Aris Puji Widodo Aris Puji Widodo Aris Puji Widodo Arnoldus Janssen Dahur Atik Mawarni Aulia Oktaviana Avin Wimar Budyastomo Awan Pijar Andika Awanda Ardaneswari Batawi, Rymond N. Bayu Surarso Brian Laurensz Brilliananta Radix Dewana Cahya Tri Purnami Candra Gudiato Catur Edi Widodo Catur Edi Widodo Chrisanty Mariana Rorimpandey Christanto, Henoch Juli Christian Cahyaningtyas Christian Lilik HS Nivak Damayanti, Elok Daniel HF Manongga Daniel Riano Kaparang Danny Sebastian David Setia Darmawan Defitroh Chen Sami'un Dharmaputra Palekahelu Dian Puspitadewi Kristyaningtyas Dinda Ayu Aprilia Dio Febrilian Tanjung Doni Wiryadinata Dwi Adityas Rarasati Dwi Mustika Kusumawardani, Dwi Mustika Dwi Setiawan Eben Panja Edna Maria Edna Maria, Edna Eko Nur Hermansyah Esti Zakia Darojat Farid Farid Agushybana Febri Ramanda Feibe Lawalata Ferdian Aditya Pratama Ferdian Aditya Pratama Fian Yulio Santoso Fikri Faidul Jihad Fikri Faidul Jihad Firdaus Dwi Prasetyo Florentina Tatrin Kurniati Gatot Sasongko Gilang Muhamad Noer Gracia Theofani Gregorius Anung Hanindito Haidar Shiddiqramzy Haikal Faqih Haikal Haikal Haikal Nur Rachmanrachim Achaqie Hanif Prasetyo bhakti Adi Nugroho Hanung Adi Nugroho Hany Makaruku, Yulian haryo kusumo Hendry Hendry Hendry Hendry Hendry Hendry Hertanto Mulianto Hindriyanto Dwi Purnomo Ilham Akbar Sodik Illyin Almeito Imaniar Sevtiyani Irwan Sembiring Iwan Setyawan Januar Agung Wicaksono Jemaictry Tamaela Julce Adiana Sidette, Julce Adiana Jutono Gondohanindijo Juwita Artanti Kusumaningtyas Kartika Imam Santoso Kevin Mikhail Tulenan Kiswanto Kiswanto Kristoko Dwi Hartomo Kuncoro, Wreda Agung Laksamana Rajendra Haidar Latupeirissa, Ariyanto Lawang, Robert M.Z. Leo Candra Gunawan Wicaksono Leonardo Refialy, Leonardo Lili Rusdiana, Lili M., Maria Magdalena Maipauw, Musa Marsel Maria Magdalena Martini Martini Martza Merry Swastikasari MARWATA, MARWATA Matheus Supriyanto Rumetna Melissa Modok Merrryana Lestari Michael Elyas Ernawan Moh. Hasyimi Muh Fitra Nur Asri Muhammad Ikhsan Muhammad Nur Hendra Alvianto Muhammad Sholikin N.A. Miftahul Huda Nabiel Putra Adam Ni’mah Akbar Habibie Nofiyati Nofiyati, Nofiyati Novita Dewi Susanti Nurjazuli Nurjazuli Nurjazuli Nuzhah Al Waaidhoh Oky Dwi Nurhayati Onesimus Joumaran Usior P Purwanto P, Sri Yulianto Joko Ponco Yuniarto Pranoto, Antonius Oko priyadi priyadi Pusaka, Semerdanta Putri Gloria Rahmatika, Yuni Renee Yosua Hetharie Reni Murnita Retno Setya Anggraeni Richi Eka Yanti Rohmad Abidin Romadhon, Zainur Romauli Basaria Romy Aziz Risaldi Roy Rudolf Huizen Ryo Pambudi Satriyo Satriyo Sekarlangit Sekarlangit Septovan Dwi Suputra Saian Slamet Widodo Solly Aryza Soni Adiyono Sri Achadi Nugraheni Sri Yulianto Sri Yulianto Joko Prasetyo Sri Yulianto Joko Prasetyo Stephen Aprius Sutresno, Stephen Aprius Suci Larasati Suhartono Suhartono Suharyadi Talakua, Prisilia Tamaela, Jemaictry Teguh Wahyono Theo Pradikta Tirsa Ninia Lina Trisna Wonda Tulenan, Kevin Mikhail Viera Juniver Thenu Vina Chovan Epifania Yakobus Kevin Dean Prasetyo Yayi Suryo Prabandari Yerik Afrianto Singgalen Yessica Nataliani Yonathan Saputra Yuliarman Saragih Zati Hulwani