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All Journal JUITA : Jurnal Informatika Jurnal Pengabdian Masyarakat Bumi Raflesia
Salmon Charles Siahaan
Universitas Ciputra Surabaya
Humanities Computer Science & IT Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Other

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What do Indonesians talk when they talk about COVID-19 Vaccine: A Topic Modeling Approach with LDA Theresia Ratih Dewi Saputri; Caecilia Citra Lestari; Salmon Charles Siahaan
JUITA : Jurnal Informatika JUITA Vol. 10 No. 2, November 2022
Publisher : Department of Informatics Engineering, Universitas Muhammadiyah Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (955.666 KB) | DOI: 10.30595/juita.v10i2.13500

Abstract

To end the COVID-19 pandemics, the government attempted to accelerate the vaccination through various programs and collaboration. Unfortunately, the number is still relatively small compared to the number of populations in Indonesia. There are some reasons attributed to this challenge, one of them being the reluctance of citizens to accept the COVID-19 vaccine due to various factors. Knowing this factor to increase public compliance, the vaccination program can be speed-up. Unfortunately, traditionally acquiring the knowledge related to COVID-19 vaccine rejection can be challenging.  One of the ways to capture the knowledge is by conducting a survey or interview related to COVID-19 vaccine acceptance. This method can be inefficient in terms of cost and resources. To address those problem, we propose a novel method for analyzing the topics related to the COVID-19 Indonesians’ opinions on Twitter by implementing topic modeling algorithm called Latent Dirichlet Allocation. We gathered more than 22000 tweets related to the COVID-19 vaccine. By applying the algorithm to the collected dataset, we can capture the what is general opinion and topic when people discuss about COVID-19 vaccine. The result was validated using the labeled dataset that have been gathered in the previous research. Once we have the important term, the strategy based on can be determined by the medical professional who are responsible to administer the COVID-19 vaccine. 
Inisiasi Edukasi Kesehatan Reproduksi Remaja di Indonesia (Gerakan Anak Muda Lindungi reproduksi Indonesia): Gerakan Anak Muda Lindungi Reproduksi Indonesia Salmon Charles Siahaan; Natalia Yuwono; Rahajoe Imam Santosa; Etha Rambung; Ferdinand Aprianto Tannus; Catarina Lilian Christine
Jurnal Pengabdian Masyarakat Bumi Rafflesia Vol. 5 No. 2 (2022): Jurnal Pengabdian Kepada Masyarakat Bumi Raflesia
Publisher : Universitas Muhammadiyah Bengkulu

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Abstract

Berdasarkan WHO 2020, permasalahan remaja seperti menstruasi masih dianggap tabu, sehingga remaja menjadi takut dan tertutup saat menstruasi. Selain itu masalah tersebut juga terjadi pada perilaku seks remaja yang mengarah ke tindakan aborsi, akibat kurangnya edukasi seks, karena seks dianggap juga sebagai hal yang tabu. Dilakukan kegiatan webinar nasional “GAUL RI” yang membahas masalah Kesehatan remaja, untuk mencegah ketidakseimbangan peningkatan jumlah penduduk dengan kualitas hidup remaja yang berdampak pada masalah kesehatan, sosial, dan hukum. Kegiatan yang dilakukan mengangkat tema “Masa Muda” melalui media Zoom dan Live Youtube. Peserta kegiatan sebanyak 220 di Zoom, dan 208 views pada Live Youtube. Penyampaian materi oleh pembicara dan dilengkapi oleh panelis. Dilakukan sesi tanya jawab dan diskusi untuk membahas materi dan solusi permasalahan kesehatan reproduksi remaja. Hasil dari kegiatan ini adalah peningkatan awareness dan pengetahuan peserta yaitu remaja dan masyarakat umum terhadap kesehatan reproduksi. Kegiatan ini mengharapkan gerakan perubahan, sehingga terbentuk individu sehat dan sejahtera, sebagai upaya mencegah dampak negatif dalam pertumbuhan anak ke remaja hingga dewasa. Kata Kunci: Kesehatan Reproduksi, Pubertas, Remaja
Co-Authors Catarina Lilian Christine Etha Rambung Ferdinand Aprianto Tannus Lestari, Caecilia Citra Natalia Yuwono Santosa, Rahajoe Imam Theresia Ratih Dewi Saputri