Digital Infrastructure Transformation To Address Emergency Bullying Through The Implementation of Smart Surveillance Systems in Pesantren Environments

Authors

  • Abdul Rohman KH. Mukhtar Syafaat University
  • Wafi Bahrul Ilmi KH. Mukhtar Syafaat University
  • M.Ilham Ainun najib KH. Mukhtar Syafaat University

Abstract

This study aims to formulate a digital infrastructure transformation model as a strategic solution to address emergency bullying situations in boarding school environments through the implementation of a Smart Surveillance System. Given the prevalence of violence cases in residential-based educational institutions, this research explores how the integration of artificial intelligence technology can close the supervision gaps that have so far been a weakness in protecting students. The research method used is library research with a qualitative-descriptive approach. Data is collected through the review of policy documents, reputable scientific literature, and technical specifications of AI-based surveillance, which are then analyzed using content analysis techniques to synthesize the relationship between infrastructure reliability and the mitigation of aggressive behavior.The research results indicate that the transformation of digital infrastructure can create a "Digital Panopticon" mechanism that consciously encourages self-discipline among students. Computer Vision technology and acoustic sensors have been proven effective in autonomously classifying behavior and providing early warnings without violating privacy through a Sharia-Compliant Surveillance model. These findings confirm that the modernization of facilities can shift the approach to handling bullying from reactive-curative to preventive-algorithmic. The contribution of this research lies in providing a theoretical framework for pesantren administrators to engineer a data-based (AI) safe environment, as well as serving as a policy reference for the government in developing digital infrastructure standards that are adaptive to pesantren values.Broadly, this article provides a new direction for the development of  a modern, accountable, and violence-free Islamic education ecosystem through the optimization of intelligent surveillance technology.

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References

Alrassi, J., Katsufrakis, P. J., & Chandran, L. (2021). Technology can augment, but not replace, critical human skills needed for patient care. Academic Medicine, 96(1), 37–43.

Budiman, A. M., Fatahillah, M., & Akib, A. R. M. (2025). Strategic management practices in pesantren: Innovations for enhancing educational quality and organizational sustainability. MOJEM: Malaysian Online Journal of Educational Management, 13(2), 86–97.

Chotimah, C., Qudsy, S. Z., & Yusuf, M. (2025). Superficial implementation of religious moderation in Islamic educational management. Cogent Education, 12(1), 2442235.

Coito, J. (2021). Maritime autonomous surface ships: New possibilities—and challenges—in ocean law and policy. International Law Studies, 97(1), 19.

Costa, D. G., Peixoto, J. P. J., Jesus, T. C., Portugal, P., Vasques, F., Rangel, E., & Peixoto, M. (2022). A survey of emergencies management systems in smart cities. IEEE Access, 10, 61843–61872.

Dai, Z., Niu, Y., Zhang, H., & Niu, X. (2022). Impact of the transforming and upgrading of China’s labor-intensive manufacturing industry on the labor market. Sustainability, 14(21), 13750.

Desmarchelier, B., Djellal, F., Gallouj, F., & Gallouj, N. (2025). Beyond the reverse product cycle: An exploration of the digital, social and spatial transformation of libraries. Research Policy, 54(8), 105297.

Eom, S.-J., & Lee, J. (2022). Digital government transformation in turbulent times: Responses, challenges, and future direction. Government Information Quarterly, 39(2), 101690.

Gelfand, M. J., Gavrilets, S., & Nunn, N. (2024). Norm dynamics: Interdisciplinary perspectives on social norm emergence, persistence, and change. Annual Review of Psychology, 75(1), 341–378.

Gereige, R. S., Gross, T., Jastaniah, E., & Committee on School Health and Committee on Pediatric Emergency Medicine. (2022). Individual medical emergencies occurring at school. Pediatrics, 150(1), e2022057987.

Han, I., Shin, H. S., Ko, Y., & Shin, W. S. (2022). Immersive virtual reality for increasing presence and empathy. Journal of Computer Assisted Learning, 38(4), 1115–1126.

Izadi, M., & Hart, R. (2024). The influence of the physical environment on social behavior, school climate, and bullying in schools. Children’s Geographies, 22(1), 66–81.

Kashef, M., Visvizi, A., & Troisi, O. (2021). Smart city as a smart service system: Human–computer interaction and smart city surveillance systems. Computers in Human Behavior, 124, 106923.

Lakkarasu, P., Kaulwar, P. K., Dodda, A., Singireddy, S., & Burugulla, J. K. R. (2023). Innovative computational frameworks for secure financial ecosystems: Integrating intelligent automation, risk analytics, and digital infrastructure. International Journal of Finance (IJFIN), 36(6), 334–371.

Mukto, M. M., Hasan, M., Al Mahmud, M. M., Haque, I., Ahmed, M. A., Jabid, T., Ali, M. S., Rashid, M. R. A., Islam, M. M., & Islam, M. (2024). Design of a real-time crime monitoring system using deep learning techniques. Intelligent Systems with Applications, 21, 200311.

Oestreich, W. K., Oliver, R. Y., Chapman, M. S., Go, M. C., & McKenna, M. F. (2024). Listening to animal behavior to understand changing ecosystems. Trends in Ecology & Evolution, 39(10), 961–973.

Panori, A., Kakderi, C., Komninos, N., Fellnhofer, K., Reid, A., & Mora, L. (2021). Smart systems of innovation for smart places: Challenges in deploying digital platforms for co-creation and data-intelligence. Land Use Policy, 111, 104631.

Qu, F., Dang, N., Furht, B., & Nojoumian, M. (2024). Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques. Journal of Big Data, 11(1), 32.

Rai, A., Chen, Y., & Lin, Y. (2024). Exclusion for public safety or inclusion for gig employment: Managing the tension with a trilogy of guardians. MIS Quarterly, 48(4), 1691–1720.

Riding, J., & Dahlman, C. T. (2022). Montage space: Borderlands, micronations, terra nullius, and the imperialism of the geographical imagination. Dialogues in Human Geography, 12(2), 278–301.

Roca-Campos, E., Duque, E., Ríos, O., & Ramis-Salas, M. (2021). The Zero Violence Brave Club: A successful intervention to prevent and address bullying in schools. Frontiers in Psychiatry, 12, 601424.

Roqib, M. (2021). Increasing social class through Islamic boarding schools in Indonesia. Journal of Social Studies Education Research, 12(2), 305–329.

Sandu, G., Varganova, O., & Samii, B. (2023). Managing physical assets: A systematic review and a sustainable perspective. International Journal of Production Research, 61(19), 6652–6674.

Sheikh, S., Stolberg, A., & Gilmour, A. F. (2025). Investigating advanced school surveillance practices and disproportionality: A systematic review. Urban Education, 60(9), 2438–2477.

Shelby, R. (2023). Technology, sexual violence, and power-evasive politics: Mapping the anti-violence sociotechnical imaginary. Science, Technology, & Human Values, 48(3), 552–581.

Singh, A., & Chatterjee, K. (2021). Securing smart healthcare system with edge computing. Computers & Security, 108, 102353.

Sobhy, H. (2021). The lived social contract in schools: From protection to the production of hegemony. World Development, 137, 104986.

Toyibah, D., & Riyani, I. (2025). Contesting religious authority in response to government regulations on the prevention and handling of campus sexual violence (CSV) in Indonesia. Women’s Studies International Forum, 110, 103085.

Tubagus, M., Fathurohman, A., & Aslan, A. (2023). The impact of technology on Islamic pesantren education and the learning outcomes of santri: New trends and possibilities. Indonesian Journal of Education, 2(3), 443–450.

Ullah, F. U. M., Obaidat, M. S., Ullah, A., Muhammad, K., Hijji, M., & Baik, S. W. (2023). A comprehensive review on vision-based violence detection in surveillance videos. ACM Computing Surveys, 55(10), 1–44.

Urlainis, A., Ornai, D., Levy, R., Vilnay, O., & Shohet, I. M. (2022). Loss and damage assessment in critical infrastructures due to extreme events. Safety Science, 147, 105587.

Wang, J., & Tomassetti, J. (2024). Labor-capital relations on digital platforms: Organization, algorithmic discipline and the social factory again. Sociology Compass, 18(3), e13192.

Yuli, N. G., Maharika, I. F., & Eckardt, F. (2023). The architecture of pesantren: Current issues, challenges and prospect for design framework. Journal of Islamic Architecture, 7(4).

Zeng, D., Cao, Z., & Neill, D. B. (2021). Artificial intelligence–enabled public health surveillance—from local detection to global epidemic monitoring and control. In Artificial Intelligence in Medicine (pp. 437–453). Elsevier.

Zhong, Z., Feng, Y., & Xu, Y. (2024). The impact of boarding school on student development in primary and secondary schools: A meta-analysis. Frontiers in Psychology, 15, 1359626.

zur Heiden, P., Priefer, J., & Beverungen, D. (2024). Predictive maintenance on the energy distribution grid: Design and evaluation of a digital industrial platform in the context of a smart service system. IEEE Transactions on Engineering Management, 71, 3641–3655.

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Published

2026-01-09

How to Cite

Abdul Rohman, Wafi Bahrul Ilmi, & M.Ilham Ainun najib. (2026). Digital Infrastructure Transformation To Address Emergency Bullying Through The Implementation of Smart Surveillance Systems in Pesantren Environments. Educational Management Journal, 6(1), 150–162. Retrieved from https://ejournal.uimsya.ac.id/index.php/emj/article/view/4544

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