DATA-DRIVEN PUBLIC RELATIONS STRATEGY IN MADRASAHS: A NEURAL NARRATIVE INTELLIGENCE APPROACH

Authors

  • Ida Kusumawati Universitas Nurul Jadid, Probolinggo, East Java, Indonesia
  • Siti Khofsah Universitas Nurul Jadid, Probolinggo, East Java, Indonesia
  • Rifka Jannatul Firdausiyah Universitas Nurul Jadid, Probolinggo, East Java, Indonesia
  • Najiburrohman Najiburrohman Universitas Nurul Jadid, Probolinggo, East Java, Indonesia
  • Hasan Baharun Universitas Nurul Jadid, Indonesia

DOI:

https://doi.org/10.30868/im.v9i01.9760

Keywords:

Neural Narrative Intelligence, Patterns of Public Opinion, Public Relations Strategy

Abstract

Public opinion today evolves so rapidly that it is impossible to calculate time. If it is not managed correctly and ethically, the impact will be significant on madrasas, the environment, and even the community's mental health. This research examines how public relations strategies manage and understand public opinion using the Neural Narrative Intelligence model. The method used in this study is a qualitative-descriptive approach, with a literature review, and collects and analyzes various sources on public opinion, public relations, and public relations strategy. Research objectives. This produces public relations, or a madrasah follows the times; ethics respond to public opinion; the madrasa's reputation remains enduring, even increasing, and public trust becomes stronger. The study shows that public relations strategies can formulate proactive, effective, and relevant strategies and provide a description of how to pattern public opinion using Neural Narrative Intelligence. Findings. This is to explain that Neural Narrative Intelligence is an important thing for public relations in the educational environment. This study contributes to Islamic education management by proposing an AI-based narrative intelligence framework for proactive and ethical public relations governance in madrasahs.

References

Abdullah, J. M. (2024). Digital Communication Strategy in Shaping Public Opinion to Support the Brand Image of Madrasah Aliyah Nurul Jadid. JIIP: Scientific Journal of Educational Sciences, 7(2), 1571–1578.

Agus, Abu Hasan, H. (2023). Method of Communications of Islamic Educational Institutions in Building Branding Image: Symbolic Interaction Studies. Managere, 5(3), 280–293.

Alamsyah, I. L., Aulya, N., Satriya, S. H., & Islam. (2024). Media Transformation and Communication Dynamics in the Digital Era: Challenges and Opportunities for Communication Science. Scientific Journal of Research Student, 1(3), 168–181.

Amar, M. F. (2024). Strategies of Educational Institutions in Increasing Public Trust. Journal of Islamic Educational Management, 1(2), 68–83.

Ataman, A., Sanjani, M. A. F., & Safitri, S. D. (2025). Exploring Complementary Leadership Styles in Madrasahs by Aiming at Their Impact on Integrity and Character Development. Business and Applied Management Journal, 01(02), 118–133.

Dari, S. W., Putra, V. P., & Hasri, S. (2023). Leadership Dynamics in Organizations: A Comprehensive Analysis of Typology, Style, and Leadership Roles in Improving Organizational Sustainability. Didaktika: Jurnal Kependidikan, 12(4), 935–946.

Gema Irhamdhika, Nur Iman El Hidayah, Y. A. (2025). Public Trust Crisis: The Kaburajadulu Phenomenon and the Role of Government Public Relations in Responding to Cancel Culture. JOURNAL OF PUBLIC RELATIONS-JPR, 6(1), 7–15.

Hafizhah Zahro' Rohimah, Abdul Basith, M. A. N. (2025). Public Relations Strategy in Realizing Public Transparency Towards Madrasahs with Integrity Zones. JIIP: Scientific Journal of Educational Sciences, 8(7), 7301–7307.

Harditia, S. (2025). Public Relations Management Strategy in Building School Reputation in the Public Eye. AL-MARSUS: Journal of Islamic Education Management, 3(1).

Haromain, M. . (2023). The Role of Public Relations and Public Opinion Management at Al Binaa Islamic Boarding School Junior and Senior High Schools. Innovative Research Journal (JUPIN), 3(3), 545–552.

Kanyakorn Sujarittnetikarn, S. K. (2024). A Proactive Public Relations Model Through Social Media to Improve the Image of the Faculty of Management Sciences at Suan Sunandha Rajabhat University. 189–194.

Khoiroh, U., Hani, U., Baharun, H., Iman, D. Z., & Jadid, U. N. (2025). Public Policy Analysis: How Mutual Public Relations Support Equitable Access to Education. JIM: Jurnal Ilmu Multidisipol, 1(2), 1–11.

Kurnia, D., & Ridwan, A. (2024). Social Studies in Madrasah Diniyah Education at the Crossroads of the Times: A Social Analysis of Declining Interest in the Contemporary Era. Social Studies in Education, 02(02), 93–106.

Laksana, B. I., & Putri, A. (2024). Social Media Viralization as a Response Accelerator. Scientific Journal of the Indonesian Red Cross Study Program, 9(1), 1–23.

Liudmyla Mialkovska, Volodymyr Hrysiuk, L. Z. (2024). Leveraging Media and Public Relations Strategies to Advance Sustainable Development: Approaches, Frameworks, and Tactics in Modern Conditions. 7(3), 253–269.

Nawar, M. F. (2024). A Qualitative Analysis of the "Blue Garuda Emergency Warning" Phenomenon: Understanding the Role of Framing and Emotional Resonance in Shaping Public Opinion. Komunikatif: Journal of Communication Studies, 13(2), 235–250. https://doi.org/10.33508/jk.v13i2.6144

Noviana, R. L. (2022). Quality Improvement as a Strategy to Build Islamic Boarding Schools' Brand Credibility. Al-Ishlah Journal of Education, 14(1), 529–538. https://doi.org/10.35445/alishlah.v14i1.1583

Nugraha, A. R., Sjoraida, D. F., & Novianti, E. (2022). Analysis of government public relations strategies in the millennial era in dealing with public information governance. Public Relations Profession, 6(2), 286–310.

Panisa Chaowichitra, Chanuan Uakarn, N. S. (2023). Development of Proactive Public Relations Strategies. Public Relations 17(54), 168–185.

Putri, D. (2025). Transformation of Public Relations Practices in the Digital Era: A Descriptive Study of Professional Adaptation of Public Relations Professionals. Scientific Journal of Communication Studies, 4(2), 47–71.

Ramadhani, A. D., & Sya, M. F. (2025). Content Analysis of Game-Based Learning Modules: Utilizing AI Zep Quiz Media to Improve Narrative Text Comprehension. Karimah Tauhid, 4(9), 6980–6990.

Rully Nur Septiana Embisa, Suparman, S. R. (2025). Public Relations Strategy Through Optimizing PT Pelabuhan Indonesia (PELINDO) Social Media Accounts in Building a Positive Image. J-CEKI: Jurnal Cendekia Ilmiah, 4(2), 782–790.

Sain, Z. H., Thelma, C. C., & Cryssandra, A. (2024). ChatGPT For Positive Impact? Examining the Opportunities and Challenges of Large Language Models in Education. International Journal of Educational Development, 1(3).

Sana Azeem, Sadia Sharif, M. Z. ul H. (2025). AI Narrative Critique: Reimagining Meaning, Power, and Storytelling in the Algorithmic Era. 3.

Saputri, I. D., Oktarinah, A., Suhanda, F. N., & Riska, A. F. (2025). Analysis of BAZNAS's Digital Public Relations Communication Strategy in Cultivating Credibility in the Social Media Era. Jurnal Penelitian Multidisiplin Bangsa, 2(1), 126–132.

Sarasati, F., Ramadhan, H., Sianipar, H., & Wahyuti, T. (2025). Communication Accommodation and Early Warning System (EWS) Model Recommendations in Cases of Ethnicity-Based Hate Speech on Social Media. Jurnal Publik Relations-JPR, 6(1), 1–6.

Saxena, D., & Moon, E. S. (2023). Rethinking “Risk” in Algorithmic Systems Through a Computational Narrative Analysis of Case Notes in Child Welfare. April, 23–28.

Syamsu, J1. (2025). From Visual Narrative to Policy Legitimacy: Public Perceptions of the Free Lunch Program on Social Media. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(3), 7586–7596.

Taryana, A. (2023). The Role of Public Relations, Digital Media, and Public Opinion Management at Pertamina Internasional EP. Journal of Innovative Research (JUPIN), 3(2), 403–414.

Xiangli, Minglei Li, P. Y. (2023). Deep Learning Attention Mechanism in Medical Image Analysis: Basics and Beyond.

Yunandar, F., Aji, J. F., Wibisono, W., & Purwanto, E. (2024). Public Communication Strategy in Waste Management Campaigns. INTERACTION: Communication Studies Journal, 1(4), 1–20.

Yusuf, M. (2023). Rebranding Madrasahs to Build a Positive and Modern Image. Journal of Education Management Research, 1(2), 65–82.

Zuniananta, L. E. (2021). The Use of Social Media as a Medium for Information Communication in Libraries. Journal of Library Science, 10(4), 37–42.

Downloads

Published

2026-01-27

How to Cite

Kusumawati, I., Khofsah, S., Jannatul Firdausiyah, R., Najiburrohman, N., & Baharun, H. (2026). DATA-DRIVEN PUBLIC RELATIONS STRATEGY IN MADRASAHS: A NEURAL NARRATIVE INTELLIGENCE APPROACH . Islamic Management: Jurnal Manajemen Pendidikan Islam, 9(01), 97–112. https://doi.org/10.30868/im.v9i01.9760

Citation Check