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All Journal Khazanah Sosial MEDIASI Jurnal Kajian dan Terapan Media, Bahasa, Komunikasi ARRUS Journal of Social Sciences and Humanities Al-Ittishol : Jurnal Komunikasi dan Penyiaran Islam Bulletin of Community Engagement Jurnal Ilmu Komunikasi Jurnal Riset Jurnalistik dan Media Digital Triwikrama: Jurnal Ilmu Sosial ARIMA : Jurnal Sosial Dan Humaniora
Gema Nusantara Bakry
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Religion Arts Humanities Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Social Sciences Other

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Sentiment Analysis and Comment Network of KompasTV YouTube Video on The First Vice-Presidential Debate In 2024 Presidential Election Salsabilla, Syifa Ayu; Gema Nusantara Bakry; FX. Ari Agung Prastowo
MEDIASI Jurnal Kajian dan Terapan Media, Bahasa, Komunikasi Vol 5 No 3 (2024): September
Publisher : P3M Politeknik Negeri Media Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46961/mediasi.v5i3.1435

Abstract

The 2024 Presidential Election (Pilpres) in Indonesia is a significant event involving vice-presidential candidate debates (Cawapres). This study aims to analyze sentiment and comment networks on KompasTV's YouTube debate video using a Social Network Analysis (SNA) approach. Data were collected from YouTube comments, analyzed using Netlytic and Gephi to identify public sentiment and key actors. Results show that interactions between actors are relatively easy, with positive comments dominating. The word "Gibran" appears most frequently, indicating attention on one candidate. The user fachrurrozinoorkhomarudin1253 has the highest degree centrality, while Lena_Palma has the highest betweenness centrality, indicating significant influence within the network. Conclusion: The Cawapres debate generates active interactions on YouTube, with public sentiment tending to be positive.
Komparasi Motivasi Mahasiswa Jurnalistik Sebelum dan Sesudah Praktik Kerja Jurnalistik (PKJ) untuk Menekuni Bidang Kejurnalistikan Wiena Amalia Salsabilla; Pandan Yudhapramesti; Gema Nusantara Bakry
Jurnal Riset Jurnalistik dan Media Digital Volume 4, No. 2, Desember 2024 Jurnal Riset Jurnalistik dan Media Digital (JRJMD)
Publisher : UPT Publikasi Ilmiah Unisba

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29313/jrjmd.v4i2.4511

Abstract

Abstrak. Komparasi Motivasi Mahasiswa Jurnalistik Sebelum dan Sesudah Praktik Kerja Jurnalistik (PKJ) untuk Menekuni Bidang Kejurnalistikan (Studi pada Mahasiswa Jurnalistik Unpad yang Melaksanakan PKJ pada Periode Semester Genap 2024). Pembimbing Utama Dr. Pandan Yudhapramesti, S.Sos., MT. dan Pembimbing Pendamping Dr. Gema Nusantara Bakry, M.I.Kom. Program Studi Jurnalistik, Fakultas Ilmu Komunikasi, Universitas Padjadjaran. Tujuan pendidikan jurnalisme adalah sosialisasi terhadap profesi kejurnalistikan. Profesi tersebut berorientasi pada praktik sehingga perguruan tinggi harus mengintegrasikan teori dan praktik sebagai jembatan antara dunia akademis dan profesional. Salah satu cara untuk mencapainya adalah melalui program magang. Meski secara umum magang mengarahkan mahasiswa pada karier yang relevan dengan bidang studi, realitanya magang juga memungkinkan mereka menyelidiki jalur karier lain yang dapat menurunkan motivasi untuk bekerja sesuai bidang studi. Beberapa penelitian menunjukkan penurunan motivasi mahasiswa jurnalistik setelah magang, padahal motivasi merupakan unsur penting dalam minat berkarier. Oleh karena itu, penelitian ini bertujuan membandingkan motivasi Mahasiswa Jurnalistik Unpad sebelum dan sesudah program magang mereka, yakni Praktik Kerja Jurnalistik (PKJ) untuk berkarier di bidang jurnalisme. Menggunakan metode kuantitatif dengan pendekatan komparatif, penelitian ini mengukur motivasi berdasarkan Self Determination Theory yang meliputi kebutuhan otonomi, keterkaitan, dan kompetensi. Data dianalisis menggunakan Uji Wilcoxon. Hasilnya menunjukkan tidak ada perbedaan motivasi mahasiswa sebelum dan sesudah PKJ yang menandakan kebutuhan dasar mereka telah terpenuhi baik sebelum maupun sesudah PKJ. Abstract. Comparison of Journalism Students' Motivation Before and After Praktik Kerja Jurnalistik (PKJ) to Pursue a Career in Journalism (A Study on Unpad Journalism Students Who Conducted PKJ During the Even Semester of 2024). Main Supervisor Dr. Pandan Yudhapramesti, S.Sos., MT, and Co-Supervisor Dr. Gema Nusantara Bakry, M.I.Kom Journalism Study Program, Faculty of Communication Sciences,  Padjadjaran University. The goal of journalism education is to socialize students with the journalism profession. Since this profession is practice-oriented, universities must integrate theory and practice to bridge the academic and professional worlds. One way to achieve this, is through internship programs. Although internships generally direct students towards careers relevant to their field of study, internships also allow them to explore alternative career paths, which can decrease motivation to work in their field. Several studies have shown a decrease in the motivation of journalism students after internships, despite motivation being a crucial factor in career interest. Therefore, this study aims to compare the motivation of Unpad Journalism Students before and after their internship program, namely Praktik Kerja Jurnalistik (PKJ), to pursue a career in journalism. Using a quantitative method with a comparative approach, this study measures motivation based on the Self Determination Theory, which includes the needs for autonomy, relatedness, and competence. The data were analyzed using the Wilcoxon test. The results show no difference in the motivation of students before and after PKJ, indicating that their basic needs were met both before and after the internship.
Discourse Network Analysis Of Tabungan Perumahan Rakyat (TAPERA) In Online Media Coverage Pribadi, Firman; Gema Nusantara Bakry; Catur Nugroho
ARRUS Journal of Social Sciences and Humanities Vol. 4 No. 6 (2024)
Publisher : PT ARRUS Intelektual Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/soshum3485

Abstract

This study aims to investigate the discourse network surrounding the Tabungan Perumahan Rakyat (Tapera) program in online media coverage. Using the Discourse Network Analysis (DNA) method, the research examines the relationships among entities, concepts, and arguments presented in news coverage published between May 27, 2024, and June 10, 2024. A total of 16 articles from nine online media platforms were analyzed, resulting in the identification of 22 concepts and 33 actors actively involved in the discussion. The findings reveal two major groups: supporters and opponents of the Tapera program. Government actors predominantly support the initiative, while political parties and non-governmental organizations express resistance. The study highlights key issues such as program benefits, concerns about forced participation, and transparency. By mapping the discursive dynamics, this research provides valuable insights into how media shapes public opinion and perception of housing policy. The findings underscore the need for enhanced public communication and in-depth policy evaluation to ensure successful implementation. Keywords: Discourse Network Analysis, online media, Tapera, housing policy, media analysis
Analisis Sentimen dan Jaringan Komentar Video YouTube Kompas TV Debat Pertama Cawapres pada Pilpres 2024 Syifa Ayu Salsabilla; Gema Nusantara Bakry; FX. Ari Agung Prastowo
Bulletin of Community Engagement Vol. 4 No. 3 (2024): Bulletin of Community Engagement
Publisher : CV. Creative Tugu Pena

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51278/bce.v4i3.1633

Abstract

The 2024 Presidential Election (Pilpres) in Indonesia is an important moment involving a debate on the vice presidential candidates (Cawapres). This research aims to analyze the sentiment and comment network on the Cawapres debate video on YouTube KompasTV using the Social Network Analysis (SNA) approach. Data collected from YouTube comments, analyzed using Netlytic and Gephi to identify public sentiment and key actors. The results show that interaction between actors is relatively easy with the dominance of positive comments. The word "Gibran" appeared most frequently, indicating attention to one of the candidates. The fachrurrozinoorkhomarudin1253 account has the highest degree centrality, while Lena_Palma has the highest betweenness centrality, indicating significant influence in the network. Conclusion: The Vice Presidential Debate creates active interaction on YouTube, with public sentiment tending to be positive.  
Analisis Jaringan dan Aktor Pada Keyword Naturalisasi Timnas di Media Sosial X Zahran, Maulana; Asril, Muhammad Fakhri; Gema Nusantara Bakry
Al-Ittishol: Jurnal Komunikasi dan Penyiaran Islam Vol. 5 No. 2 (2024): Al-Ittishol: Jurnal Komunikasi dan Penyiaran Islam
Publisher : Prodi Komunikasi dan Penyiaran Islam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51339/ittishol.v5i2.2466

Abstract

Banyaknya pemain naturalisasi yang ada pada tim nasional sepak bola Indonesia menjadi topik hangat pada media sosial X. Berbagai macam pro dan kontra yang terdapat pada topik tersebut membuat banyak masyarakat Indonesia yang membicarakannya. Tujuan dari penelitian ini adalah untuk mengetahui analisis jaringan komunikasi dan mengidentifikasi aktor yang berpengaruh di dalam jaringan “naturalisasi timnas” pada media sosial X. Penelitian ini menggunakan metode SNA atau social network analysis. Data dikumpulkan melalui media sosial X dari tanggal 6 juni sampai 21 juni tahun 2024. Proses analisis dan pengambilan data menggunakan aplikasi netlytic.org dan perangkat lunak Gephi. Hasil penelitian mengatakan terdapat terdapat 492 aktor dengan jumlah interakasi 377 interaksi yang terjadi pada setiap satu jaringan. Jarak antar aktor memiliki nilai 3, yang artinya jarak tersebut dekat dan mudah terjadi interaksi antar aktor.
OBJEKTIVITAS PORTAL BERITA DARING DETIKJABAR.COM dan PIKIRANRAKYAT.COM DALAM PEMBERITAAN KEBAKARAN TEMPAT PEMBUANGAN AKHIR SARIMUKTI BANDUNG Nisrina Nuraini; Nuryah Asri Sjafirah; Gema Nusantara Bakry
Triwikrama: Jurnal Ilmu Sosial Vol. 7 No. 5 (2025): Triwikrama: Jurnal Ilmu Sosial
Publisher : Cahaya Ilmu Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.6578/triwikrama.v7i5.11324

Abstract

Peran media daring di era digital selaras dengan sifat gaya hidup masyarakat modern yang selalu berjalan secara cepat, kilat, dan satu langkah di depan. Tentunya berita yang dikemas dengan cepat hadir dalam bentuk straight news yang mayoritas dikemas secara singkat dan langsung ke inti peristiwa yang menjadi tajuk utama. Meski berpegang teguh pada penyajian berita yang cepat dan terkesan masif, dalam satu hari wartawan portal berita daring mampu menghasilkan puluhan hingga ratusan berita, khususnya dalam peristiwa kebakaran Tempat Pembuangan Akhir (TPA) Sarimukti, peran portal berita daring mempunyai urgensi tersendiri bagi masyarakat yang membacanya. Salah satu fungsinya untuk memberikan edukasi dan keterbukaan mengenai kronologi yang terjadi beserta dampak yang timbul dari kebakaran yang berlangsung pada periode 21 Agustus—31 Oktober 2023. Tak heran jika pemberitaan yang diunggah juga memuat berbagai pihak yang terlibat dalam satu cakupan peristiwa yang masif, penelitian ini akan berkaitan langsung dengan segi objektivitas pemberitaan pada portal media dalam hal menekankan kesan berita seperti apa saja yang disampaikan pada publik, baik itu berita yang berpotensi mengundang simpati dari pembaca maupun berita yang terkesan menyudutkan salah satu pihak saja. Objektivitas bukanlah sebuah hal asing dalam dunia jurnalistik, justru dengan adanya unsur inilah berita dapat dipertimbangkan kualitasnya secara nyata dan gamblang. Penelitian ini menggunakan paradigma positivistik dengan pendekatan kuantitatif dan metode analisis isi. Hasil penelitian menunjukkan jika kedua portal media daring mayoritas sudah cukup memenuhi kriteria objektivitas dari segi aspek kebenaran, relevansi dan netralitas dengan selisih yang tipis dan ketat. Lain halnya dengan aspek-aspek sebelumnya, kedua media belum bisa menghadirkan beragam sudut pandang dalam penyajian beritanya mengenai kebakaran di Sarimukti Bandung, sehingga aspek keberimbangan belum bisa terpenuhi dengan sempurna.
Analisis Sentimen dan Jaringan Pada Video Youtube Malaka “Memahami Danantara dengan Mudah” Fathan Auzan Abdullah; Gema Nusantara Bakry; Fibaeti, Siti Fatimah Zahrah
MUKASI: Jurnal Ilmu Komunikasi Vol. 4 No. 3 (2025): Agustus 2025
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/mukasi.v4i3.5162

Abstract

This article aims to analyze the interaction patterns and distribution of sentiment in user comments on the Malaka Project YouTube video entitled “Memahami Danantara dengan Mudah”. This study uses a combined approach between sentiment analysis and Social Network Analysis (SNA) to gain a comprehensive understanding of the public response to the educational content. Data were collected using the YouTube Data API and analyzed quantitatively using Google Colab and visualized through the Gephi application. The results of the study show that the network formed has a diameter of 2, with density and reciprocity values of 0.000000 each, and a very low centralization of 0.0001861. This finding indicates that interaction between users in the comments olumn is very minimal and one-way, without any meaningful two-way communication. However, the modularity value of 0.735 indicates that the comments form certain clusters that represent communities with similar interests or discussion topics. In terms of sentiment, positive comments dominate with a total of 1,843 uploads, followed by neutral comments of 2,824 and negative comments of 1,217. This shows that despite low user interaction, the perception of the content is generally positive and well received by the majority of viewers.
Analisis Jaringan dan Aktor #TeddyOut di Media Sosial Twitter Menggunakan Social Network Analysis (SNA) Berry Olan Fikri; Diana Septy Dwi Lestari; Fauzi Ahmad Warimin; Gema Nusantara Bakry; FX Ari Agung Prastowo
ARIMA : Jurnal Sosial Dan Humaniora Vol. 1 No. 4 (2024): Mei
Publisher : Publikasi Inspirasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62017/arima.v1i4.1052

Abstract

Bobotoh adalah sebutan bagi pendukung klub sepak bola Persib Bandung. Bobotoh memiliki semangat tinggi mendukung pertandingan Persib Bandung. Dijatuhkannya sanksi kepada salah satu bobotoh yang menyalakan dan menjual flare dalam pertandingan Persib melawan Persikabo 1978, ditambah Persib kalah 4-1 memicu kemarahan para bobotoh sehingga menimbulkan kericuhan antara bobotoh dan manajemen Persib termasuk Teddy Tjahjono (Direktur Persib Bandung). Protes dilakukan melalui Twitter dengan tagar #TeddyOut. Tujuan dari penelitian ini untuk mengetahui analisis jaringan komunikasi dan mengidentifikasi aktor yang berpengaruh didalam jaringan #TeddyOut di Twitter. Metode yang digunakan yaitu metode Social Network Analysis (SNA) serta teori Computer Mediated Communication (CMC). Data yang dikumpulkan melalui Twitter dari tanggal 15-18 April 2023. Aplikasi yang digunakan untuk pengambilan dan analisis data yaitu website Netlytic.org dan perangkat lunak Gephi. Hasil dari penelitian ini menunjukkan 1555 nodes dan 1546 edges dengan nilai diameter 12 yang berarti jarak diantara aktor cukup jauh sehingga interaksi diantara aktor akan semakin sulit dan lebih kecil. Interaksi antar aktor tidak merata, sangat sedikit dan hanya satu arah. Interaksi #TeddyOut terpusat sepuluh aktor. Menurut hasil analisis degree centrality, closeness centrality, betweenness centrality, dan eigenvector centrality aktor-aktor yang paling berpengaruh di dalam jaringan #TeddyOut adalah @provokatroo & @gnrlfans.
Mapping Opinion Networks: An Interaction Network Analysis of Commenters on Narasi Newsroom's "Weda Bay Nickel Downstreaming" YouTube Video Az-zahra Mutiara Syofi Ramadhina; Lovie Harleyna Murti; Gema Nusantara Bakry
Khazanah Sosial Vol. 7 No. 4 (2025): Khazanah Sosial
Publisher : UIN Sunan Gunung Djati

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/ks.v7i4.47144

Abstract

Indonesia is the world's largest producer of nickel reserves. The government has implemented a nickel downstreaming policy to increase the added value of this commodity. One of the centres of nickel downstreaming is Weda Bay in North Maluku, which has recorded significant economic growth. Behind this financial success, nickel downstreaming has harmed social and environmental aspects. These impacts have triggered various responses from the community, many of which have been channelled through social media such as YouTube. This study analyses the network of public opinion in the comments section of the YouTube video “The Curse of Weda Bay Nickel Downstreaming (PART 1)” by Narasi Newsroom using the Social Network Analysis (SNA) method with Gephi 0.10 software and reviews negative, positive, and neutral sentiments using the Naïve Bayes model through Google Colab. The network analysis results show a diameter of 2, density of 0.000 (very low), and modularity of 0.838 (high), indicating that interactions between users are rare and that there are separate communities. Centrality measurements (degree, betweenness, closeness, and eigenvector) show @knowledgeid970 and @kadyrov12373 as the leading and most influential actors in the comment network. Naïve Bayes sentiment analysis shows that 52.49% of comments have negative sentiment, 26.45% are neutral, and only 21.06% are positive. The data needs to be balanced using SMOTE, and more accurate models need to be explored. Negative sentiment is dominated by concerns about environmental impacts such as deforestation, pollution, and pressure on clean water supplies due to nickel downstreaming.
Co-Authors Asril, Muhammad Fakhri Az-zahra Mutiara Syofi Ramadhina Berry Olan Fikri Catur Nugroho Diana Septy Dwi Lestari Fathan Auzan Abdullah Fauzi Ahmad Warimin Fibaeti, Siti Fatimah Zahrah Firman Pribadi FX. Ari Agung Prastowo Lovie Harleyna Murti Nisrina Nuraini Nuryah Asri Sjafirah Pandan Yudhapramesti Salsabilla, Syifa Ayu Syifa Ayu Salsabilla Wiena Amalia Salsabilla Zahran, Maulana