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Authors
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1 Isabelle Rizzo(isabelle965rizzo@gmail.com)
2 Silas Filho(silaslfilho@ic.ufrj.br)

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Reference
# Reference
1 Manual diagnóstico e estatístico e transtornos mentais: DSM-5 (2021). Artmed.
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3 Amirthalingam, J. and Khera, A. (27 oct 2024). Understanding Social Media Addiction: A Deep Dive. Cureus,
4 Ayaz-Alkaya, S. and Kulakçı-Altıntaş, H. (nov 2025). Social media addiction, nomophobia, and social anxiety among adolescents: A mediation analysis. Journal of Pediatric Nursing, v. 85, p. 16–21.
5 Côrte-Real, B., Cordeiro, C., Câmara Pestana, P., Duarte E Silva, I. and Novais, F. (24 oct 2022). Addictive Potential of Social Media: A Cross Sectional Study in Portugal. Acta Médica Portuguesa, v. 36, n. 3, p. 162–166.
6 Dam, V. A. T., Dao, N. G., Nguyen, D. C., et al. (7 jun 2023). Quality of life and mental health of adolescents: Relationships with social media addiction, Fear of Missing out, and stress associated with neglect and negative reactions by online peers. PLOS ONE, v. 18, n. 6, p. e0286766.
7 De La Torre, P. G., Pérez-Verdugo, M. and Barandiaran, X. E. (28 jun 2025). Attention is all they need: cognitive science and the (techno)political economy of attention in humans and machines. AI & SOCIETY,
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12 Munia, J. A., Tahmiduzzaman, K. B. M., Saad, I. H., et al. (20 jan 2025). A Study of Predicting Social Networking Sites(SNS) Media Disorder Survey Data Using a Machine Learning Approach. In 2025 International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI). . IEEE. https://ieeexplore.ieee.org/document/10893898/, [accessed on May 15].
13 Roswendi, R. and Gong, X. (2025). A Cross-Cultural Study on the Impact of Social Media Usage on High School Students’ Learning. IEEE Integrated STEM Education Conference,
14 World Health Organization (2019). International Statistical Classification of Diseases and Related Health Problems (11th ed.). . https://icd.who.int/browse/2025-01/mms/pt, [accessed on May 14].
15 Yeasmin, T. and Islam, Md. M. (29 jan 2026). A Data-Driven Approach to Combating Social Media Addiction: Insights from Explainable AI. In 2026 5th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE). . IEEE. https://ieeexplore.ieee.org/document/11429411/, [accessed on Jun 10].