Communication Network Analysis in The Comment Section of A Youtube Podcast With AI

Authors

  • Larasati Indhita Sugianto Telkom University
  • A. Hasan Al Husain Telkom University

DOI:

https://doi.org/10.21512/becossjournal.v7i2.13184

Keywords:

Artificial Intelligence, Anthropomorphism, YouTube Podcast, Social Network Analysis, Digital Communication

Abstract

The phenomenon of human-AI interaction is rapidly evolving, particularly in the realm of digital communication. One manifestation of this is the involvement of AI in YouTube content, such as podcasts that incorporate AI as a co-host. This study aims to analyze the comment network on the YouTube video “Gua Podcast Bareng AI... Dia Manggil Gua Sayang... (Episode 1)†to understand user interaction patterns with AI in digital spaces. The research employs the Social Network Analysis (SNA) method, collecting comment data through YouTube digital tools and analyzing it using Gephi software. The findings reveal that interactions in the YouTube comment section form two primary communication patterns: the circular network and the Y network. The network structure consists of 2,313 nodes and 717 edges, with a modularity value of 0.86, indicating the formation of discussion clusters. The key actors in the network are @JoshRafG and @manueladrians, who exert the greatest influence based on centrality measures. Frequently occurring words in the comments include “AI,†“Bisa†(Can), “Dan†(And), and “Manusia†(Human), reflecting discussions surrounding the pros and cons of AI as a communicative entity. This study reveals that AI in digital interactions is increasingly anthropomorphized, influencing users' perceptions of AI as a social subject. These findings contribute to digital communication studies, particularly in understanding AI's role in virtual interactions and shifting societal perceptions of artificial intelligence on social media.

Dimensions

Plum Analytics

Author Biographies

Larasati Indhita Sugianto, Telkom University

Communication Science, Faculty of Communication and Social Sciences

A. Hasan Al Husain, Telkom University

Communication Science, Faculty of Communication and Social Sciences

References

Ahsan, M. R. (2015). Pelaksanaan Kegiatan Promosi JToku pada Web Series Tahun 2012-2014. Universitas Muhammadiyah Yogyakarta.

Aminullah, M. C. (2023). PENGARUH KONTEN YOUTUBE VLOGGER “YOSHIOLO†TERHADAP PERILAKU KONSUMTIF MAHASISWA UTM. Journal of Student Research, 2(1), 20–32. https://doi.org/https://doi.org/10.55606/jsr.v2i1.2470

Bal, M., Aydemir, A. G. K., & Coşkun, M. (2024). Exploring YouTube content creators’ perspectives on generative AI in language learning: Insights through opinion mining and sentiment analysis. PLOS ONE, 19(9). https://doi.org/https://doi.org/10.1371/journal.pone.0308096

De Zúñiga, H., Goyanes, M., & Durotoye, T. (2023). A Scholarly Definition of Artificial Intelligence (AI): Advancing AI as a Conceptual Framework in Communication Research. Political Communication, 41(2), 317–334. https://doi.org/https://doi.org/10.1080/10584609.2023.2290497

Dwianto, A. G., Iqbal, M., & Alfisyahr, R. (2018). ANALISIS DAMPAK PEMASARAN DI MEDIA SOSIAL ONLINE TERHADAP CITRA MEREK, MINAT BELI KONSUMEN, DAN NET PROMOTER SCORE (Pendekatan Eksperimental Virtual Brand Following pada aplikasi Instagram produk Fast Moving Consumer Goods @erigostore pada Mahasiswa S1 Un. Jurnal Administrasi Bisnis, 55(1). https://administrasibisnis.studentjournal.ub.ac.id/index.php/jab/article/view/2244

Fakhimi, A., Garry, T., & Biggemann, S. (2023). The Effects of Anthropomorphised Virtual Conversational Assistants on Consumer Engagement and Trust During Service Encounters. Australasian Marketing Journal, 31(4), 314–324. https://doi.org/https://doi.org/10.1177/14413582231181140

Hohenstein, J., Kizilcec, R. F., DiFranzo, D., Aghajari, Z., Mieczkowski, H., Levy, K., Naaman, M., Hancock, J., & Jung, M. F. (2021). Artificial intelligence in communication impacts language and social relationships. Scientific Reports, 13. https://doi.org/https://doi.org/10.1038/s41598-023-30938-9

Kemp, S. (2023). The Changing World of Digital In 2023. https://wearesocial.com/id/blog/2023/01/the-changing-world-of-digital-in-2023-2/

Reeves, B., & Nass, C. (1996). The Media Equation: How People Treat Computers, Television, and New Media Like Real People and Places. Cambridge University Press.

Sanjani, P. H., & Alamsyah, A. (2019). Social Network Analysis pada Interaksi Sosial Twitter Mengenai Operator Telekomunikasi Seluler di Indonesia (Studi pada Telkomsel dan Indosat Ooredoo). SOSIOHUMANITAS, 21(1), 70–72.

Sari, M. R., & Dwiyanti, K. T. (2018). TEORI GRAF D TEORI GRAF DALAM ANALISIS JEJ ALISIS JEJARING SOSI ARING SOSIAL: HUBUNGAN AL: HUBUNGAN AKTOR UTAMA DENGAN PENGGUN A DENGAN PENGGUNA INTERNAL LAPORAN KEUANGAN. Jurnal Akuntansi Dan Keuangan Indonesia, 15(1), 21–35. https://doi.org/https://scholarhub.ui.ac.id/jaki/vol15/iss1/2

Utami, S. R., Safitri, R. N., & Kuncoroyakti, Y. A. (2021). Network Analysis and Actors #CancelOmnibusLaw on Twitter Social Media Using Social Network Analysis (SNA). JCommsci, 4(3), 135–148. https://doi.org/https://doi.org/10.29303/jcommsci.v4i3.111

Vrzalíková, K. (2023). The artificial intelligence behind the podcast microphone: AI-generated content in podcasting. Media & Marketing Identity, 437–445. https://doi.org/https://doi.org/10.34135/mmidentity-2023-44

Wahyu, A. Y. M., Berto, A. R., & Murwani, E. (2022). Analisis Sentimen Jaringan Pesan Kolom Komentar Video Wonderful Indonesia 2022 Jagad Jawi Yang Dipengaruhi Budaya. Avant Garde, 10(2). https://doi.org/https://doi.org/10.36080/ag.v10i2.2011

Yellapu, J., Reddy, K. S. K., Lakshmi, G. V., Vaibhavi, K. R., Viviek, C., & Kishore, T. S. (2024). Spam Comment Detection Using the Ensemble Technique. 2023 4th International Conference on Intelligent Technologies (CONIT), 1–7. https://doi.org/https://doi.org/10.1109/CONIT61985.2024.10626863

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Published

2025-05-31

How to Cite

Sugianto, L. I., & Husain, A. H. A. (2025). Communication Network Analysis in The Comment Section of A Youtube Podcast With AI. Business Economic, Communication, and Social Sciences Journal (BECOSS), 7(2), 155–167. https://doi.org/10.21512/becossjournal.v7i2.13184
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