AI and Cultural Sensitivity: Student Perceptions of How AI Handles Religion, Identity, and Tradition in Texts
Keywords:
AI tools, cultural sensitivity, literature learning, intercultural competenceAbstract
AI tools are increasingly used by university students to comprehend literary and cultural texts, but in Libya this use becomes sensitive when texts include religion, identity, and tradition, where misrepresentation may affect respect and classroom trust. This study aims to examine students’ perceptions of AI cultural sensitivity and the risks of bias in literature and culture learning at the University of Zawia. The study used a mixed-methods design, combining a questionnaire survey of 500 undergraduate students from the Faculties of Arts, Education, and Languages and Translation (124 males, 376 females) with semi-structured interviews with 10 lecturers. Survey findings show that AI use is common, with most students using AI at least weekly for text comprehension, cultural/historical context, writing support, and translation. Students reported moderate perceptions of AI cultural sensitivity, but high concern about misrepresentation, especially oversimplification of religious meanings, misunderstanding culture-specific terms, and biased framing. Students also showed a very strong preference for responsible-use governance, including verification practices, lecturer guidance, and AI literacy training. Faculty comparisons indicated higher perceived learning value among Languages and Translation students, while gender differences were minimal except for slightly stronger governance expectations among females. The study implies that AI can be integrated as a contextual support tool, but universities should provide clear guidelines and training to protect cultural respect and critical evaluation in sensitive topics.
References
Abdulghani, N., Masuwd, M., Alrumayh, S., Masoud, M., & Touré, Y. (2025). Maqasid al-Shariah as a Framework for Developing Critical Thinking in Islamic Higher Education. Journal of Islamic Studies and Social Science, 1(1), 47–63. https://ejournal.stitalyaqin.ac.id/index.php/joise/index
Abrahem, M., & Baroud, N. (2025). Exploring Cultural, Political, and Socioeconomic Influences on Collective Psychological Resilience in Libya. Jurnal Ilmu Psikologi Dan Kesehatan (SIKONTAN), 3(4), 163–176. https://doi.org/10.47353/sikontan.v3i4.2784
Adol, N.-H. D., Neem, C., Oktavia, G., & Febriani, A. (2025). Analysis of Parental Involvement in Achieving Sustainable Development Goals (SDGs) 4. Muaddib: Journal of Islamic Teaching and Learning, 1(3), 93–108. https://muaddib.intischolar.id/index.php/muaddib/article/view/20
Aini, A. F., Zulfikar, E., & Masuwd, M. (2025). Debating the Historicity of the Qur’an: Between Revisionist-Skeptical and Dialogical-Academic Approaches. Canonia Religia, 3(1), 75–90. https://doi.org/10.30762/cr.v3i1.3165
Al Dokali, N., Aljarmi, A., & Baroud, N. (2025). AI Applications in Chemistry Education: Student Engagement, Learning Outcomes, and Practical Insights. LAVOISIER: Chemistry Education Journal, 4(2), 140–154 10 24952 4 2 17475.
Alriteemi, A., Mowafg Masuwd, Masoud, M., Alsayd, A., Aboujanah, Y., Alrumayh, S., & Ayad, N. (2025). The Geography of Place in the Qur’anic Narrative: A Hermeneutical Study of the Story of Moses and Al-Khidr through the Lenses of Philosophical Symbolism and Pedagogical Perception. Tebuireng: Journal of Islamic Studies and Society, 6(1), 119–138. https://doi.org/10.33752/tjiss.v6i1.9813
Alrumayh, S. (2025). AI and Qur’anic Interpretation: Exploring the Ethical and Epistemological Boundaries of Artificial Intelligence in Understanding the Qur’an. Al Furqan: Jurnal Ilmu Al Quran Dan Tafsir, 8(2), 223–239. https://doi.org/10.58518/alfurqan.v8i2.4243
Alrumayh, S., Ayad, N., Alouzi, K., Ibrahim, D., Abdullah, M., Masoud, M., & Kasheem, M. (2025). Perceptions of Islamic Studies, Sharia, and Law Students Towards the Use of Artificial Intelligence in English Learning. Action Research Journal Indonesia (ARJI), 7(3), 2238 – 2256. https://doi.org/10.61227/arji.v7i3.504
Alsaeh, F., Alrumayh, S., Baroud, N., Alsaeh, E., & Kasheem, A. (2025). Honey and Healing in the Qur’an: A Multidisciplinary Analysis of Surah Al-Nahl (68–69): العسل والشفاء في القرآن الكريم: تحليل متعدد المناهج لآيتي سورة النحل (68–69). Al Karima : Jurnal Studi Ilmu Al Quran Dan Tafsir, 9(2), 131–149. https://doi.org/10.58438/alkarima.v9i2.434
Baroud, N. (2024). A Systematic Comparison of Students Attitudes Toward Practical Work in Chemistry Department Faculty of Education, Zawia -University of Zawia. IJCER (International Journal of Chemistry Education Research), 8(2), 137–143. https://doi.org/10.20885/ijcer.vol8.iss2.art7
Baroud, N., & Aljarmi, A. (2025). Enhancing Students Understanding of Hybridization in Organic Compounds through a Flipped Classroom Approach Combined with Game-Based Learning. Jurnal Pijar Mipa, 20(3), 387–393. https://doi.org/10.29303/jpm.v20i3.8725
Baround, N., Alouzi, K., Elfzzani, Z., Ayad, N., & Albshkar, H. (2024). Educators’ Perspectives on Using (AI) As A Content Creation Tool in Libyan Higher Education: A Case Study of The University of Zawia. JERIT: Journal of Educational Research and Innovation Technology, 1(2), 61–70. https://doi.org/10.34125/jerit.v1i2.12
Bender, E. M., Gebru, T., McMillan-Major, A., & Shmitchell, S. (2021). On the dangers of stochastic parrots: Can language models be too big? FAccT 2021 - Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, 610–623. https://doi.org/10.1145/3442188.3445922
Bibi, F., & Hamida, L. (2024). Exploring communication patterns among international students in Indonesia: a study using communication accommodation theory. Cogent Arts and Humanities, 11(1). https://doi.org/10.1080/23311983.2024.2397188
Blodgett, S. L., Barocas, S., Daumé Iii, H., & Wallach, H. (2020). Language (technology) is power: A critical survey of.
Busral, B., Rambe, K. F., Gunawan, R., Jaafar, A., Habibi, U. A., & Engkizar, E. (2025). Lived da’wah: Temporal structuring of religious practice in Tabligh jamaat’s daily congregation. Jurnal Ilmu Dakwah, 45(2), 377–398. https://doi.org/10.21580/jid.v45.2.28479
Byram, M. (2024). Teaching and Assessing Intercultural Communicative Competence. In Teaching and Assessing Intercultural Communicative Competence. Multilingual Matters. https://doi.org/10.2307/jj.22730614
Byram, M., & Grundy, P. (2003). Context and Culture in Language Teaching and Learning. In Context and Culture in Language Teaching and Learning. Oxford university press. https://doi.org/10.1017/s0272263104290040
DeVellis, R. F., & Thorpe, C. T. (2021). Scale development: Theory and applications. Sage publications.
Elihami, E., Masuwd, M. A., Sheerly, S., Ismail, I., Sitonda, S., & Sudirman, M. Y. (2024). Data-Driven Approaches in Islamic Quality Management and Education Technology for Advancing Sustainable Development Goals. Jurnal Pendidikan Progresif, 14(3), 1599–1616. https://doi.org/10.23960/jpp.v14.i3.2024109
Engkizar, E., Jaafar, A., Hamzah, M. I., Langputeh, S., Rahman, I., & Febriani, A. (2025). Analysis Problems of Quranic Education Teachers in Indonesia: Systematic Literature Review. International Journal of Islamic Studies Higher Education, 4(2), 92–108. https://insight.ppj.unp.ac.id/index.php/insight
Engkizar, E., Jaafar, A., Sarianto, D., Ayad, N., Rahman, A., Febriani, A., Oktavia, G., Guspita, R., & Rahman, I. (2024). Analysis of Quran Education Problems in Majority Muslim Countries. International Journal of Islamic Studies Higher Education, 3(1), 65–80. https://doi.org/https://doi.org/10.24036/insight.v3i1.209
Engkizar, E., Sarianti, Y., Namira, S., Budiman, S., Susanti, H., & Albizar, A. (2022). Five Methods of Quran Memorization in Tahfidz House of Fastabiqul Khairat Indonesia. International Journal of Islamic Studies Higher Education, 1(1), 54–67. https://doi.org/10.24036/insight.v1i1.27
Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. The Center for Curriculum Redesign, Boston, MA. In Journal of Computer Assisted Learning (Vol. 14, Issue 4). Center for Curriculum Redesign. https://www.researchgate.net/publication/332180327_Artificial_Intelligence_in_Education_Promise_and_Implications_for_Teaching_and_Learning
Husin, H., Aziz, A. bin A., & Masuwd, M. (2025). Integrating Al-Ghazali’s Educational Philosophy: Advancing Transformative Learning in Islamic Schools in the Digital Era. SYAMIL: Journal of Islamic Education, 13(1 SE-Articles), 1–10. https://doi.org/10.21093/sy.v13i1.10263
Ibrahim, S. M., Golose, P. R., & Imran, M. F. (2025). Strategi Komunikasi Polri di Media Sosial. Brand Communication, 4(1), 58–67. https://doi.org/10.70704/bc.v4i1.367
Idris, M., Ali, N., Hardianto, H., Elihami, E., & Muwaffaq, M. A. (2022). The Use of Collaborative Education-Strategies in Learning Al-Qur’an and Hadist to Engage All Elementary School Learners. Jurnal Basicedu, 6(5), 9070–9078. https://jbasic.org/index.php/basicedu/article/view/3130%0Ahttps://jbasic.org/index.php/basicedu/article/download/3130/1978
Ji, Z., Lee, N., Frieske, R., Yu, T., Su, D., Xu, Y., Ishii, E., Bang, Y. J., Madotto, A., & Fung, P. (2023). Survey of Hallucination in Natural Language Generation. ACM Computing Surveys, 55(12), 1–38. https://doi.org/10.1145/3571730
Kasheem, M., Yahya, N., Shalghoum, N., Masuwd, M., Alriteemi, A., Abdullah, M., Alsaeh, F., & Alrumayh, S. (2025). Artificial Intelligence in Academic Research: Adoption, Opportunities, and Barriers among Faculty in Libya Higher Education. Multidisciplinary Journal of Thought and Research, 1(3), 109–127. https://mujoter.intischolar.id/index.php/mujoter
Kassymova, G. K., Engkizar, E., Hebebci, M. T., & Talgatov, Y. K. (2025). Interreligious Coexistence in Islam: Implications for Islamic Education and the Achievement of SDGs. Muaddib: Journal of Islamic Teaching and Learning, 1(3), 79–92. https://muaddib.intischolar.id/index.php/muaddib/article/view/26
Lestari, U. F., Sahbana, M. D. R., Dinata, S., Nst, Y. H., Achmad, F., Sholiha, M. A., & Masuwd, M. A. (2025). Implementation of learning strategies to enhance students’ reading interest. At Turots: Jurnal Pendidikan Islam, 7(2), 826–837. https://doi.org/10.51468/jpi.v7i2.1150
Maati, A., Alzletni, N., Yahya, N., Barkah, S., Aladi, S., Alrumayh, S., & Masuwd, M. (2025). Bridging Faith and Sustainability: Faculty Attitudes toward Integrating Research Priorities with Islamic Educational Values and SDG 4. Journal of Multidisciplinary Research of Education, 1(3), 178–190. https://doi.org/10.34125/jomre.v1i3.34
Manshur, U., Nur Hadi, & Mowafg Abrahem Masuwd. (2025). Classical Cooperative Learning Model for Reading Classic Literature: Enhancing Student Independence through Self-Regulation. Izdihar : Journal of Arabic Language Teaching, Linguistics, and Literature, 8(1), 105–120. https://doi.org/10.22219/jiz.v8i1.36829
Masoud, M., & Almajri, S. (2025). The use of artificial intelligence-based translation tools for language department students. Journal of Arabic Literature, Teaching and Learning, 1(3), 76–92. https://jaliter.intischolar.id/index.php/jaliter
Masuwd, M. A. (2025). Islamic Pluralism and Küng’s Global Ethical Discourse: Toward a “Global-Maqāṣid” Centered Paradigm. Ittesaal – Journal of Connecting Discourses, 1(2), 41–63. https://doi.org/10.64984/ijcd.1.2.2024.03
Meylani, A., Budiman, B., Hasibuan, N. H., Serungke, M., Fadillah, M. A. A., & Wety, E. (2024). Sytematic Literature Review (SLR): Analysis of the Role and Behavior of Indonesian Language in Islamic Education. Journal Analytica Islamica, 13(1), 35. https://doi.org/10.30829/jai.v13i1.20427
Muttaqin, M. Z., Alrumayh, S. H., & Barkah, S. A. M. (2026). Utilization of Social Media in Living Qur’an Learning: An Analysis of Generation Z Students. Tunjuk Ajar: Journal of Education and Culture, 2(1), 1–27. https://doi.org/10.64929/ta.v1i2.34
Paisun, Syarifah, & Masuwd, M. (2024). Investigating The Relationship Between Teacher Self-Efficacy and Student Achievement. Andragogi: Jurnal Pendidikan Dan Pembelajaran, 4(2), 98–104. https://doi.org/10.31538/adrg.v4i2.1303
Piaget, J., & Vygotsky, L. (2008). Theories of Piaget and Vygotsky. Routledge.
Pulungan, N. H., Adhli, A., Adnir, F., & Masuwd, M. A. (2025). The Hagarism Theory of Michael Cook: The Qur’an And Hadith in The Perspective Of Religious Syncretism. Nabawi: Journal of Hadith Studies, 6(2), 273–304. https://doi.org/10.55987/njhs.v6i2.259
Rahman, A. (2020). Algorithms of oppression: How search engines reinforce racism. In New Media & Society (Vol. 22, Issue 3, pp. 575–577). New York university press. https://doi.org/10.1177/1461444819876115
Said, E. W. (1978). Orientalism. Pantheon.
Setiawan, D., Masuwd, M. A., Maliki, N., Laily, I. F., & Fitriyani, Y. (2023). Impact of Digital Storytelling for Developing Oral Communication Skills, Digital Literacy, and Learning Motivation Among Pre-service Elementary Teachers. International Journal of Educational Qualitative Quantitative Research, 2(2), 34–42. https://doi.org/10.58418/ijeqqr.v2i2.118
Shalghoum, N., Yahya, N., Abdullah, M., Masuwd, M., Kasheem, M., Alrumayh, S., Aryanti, Y., & Rosyadi, N. (2025). Integrating Maqasid al-Shariah into Higher Education: Enhancing the Role of Faculty in Achieving the SDGs. International Journal of Islamic Studies Higher Education, 4(2), 153–173. https://doi.org/10.24036/insight.v4i2.231
Siregar, S. F., Mardianto, M., & Ahkas, A. W. (2020). Extracurricular Implementation of Islamic Education in Character Building Students in MTs EX PGA UNIVA Medan. Budapest International Research and Critics in Linguistics and Education (BirLE) Journal, 3(2), 965–973. https://doi.org/10.33258/birle.v3i2.1013
Swe Dberg, R. (1978). Mind in Society: The Development of Higher Psychological Processes. In Science & Society: A Journal of Marxist Thought and Analysis (Vol. 44, Issue 1). Harvard University Press. https://doi.org/10.1177/003682378004400121
Swe Dberg, R. (1980). Mind in Society: The Development of Higher Psychological Processes. In Science & Society: A Journal of Marxist Thought and Analysis (Vol. 44, Issue 1). Harvard university press. https://doi.org/10.1177/003682378004400121
Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257–285. https://doi.org/10.1016/0364-0213(88)90023-7
Syarifaturrahmatullah, S., Ahmad Fadhel Syakir Hidayat, Adamu Abubakar Muhammad, Afrah Masood, & Mowafg Masuwd. (2025). Exploration and Mapping of Methods for Researching Second Language Classrooms: Content Analysis based on Rod Ellis’ book. El-Syaker : Samarinda International Journal of Language Studies, 2(2), 73–95. https://doi.org/10.64093/esijls.v2i2.524
Tri, N. M., Hoang, P. D., & Dung, N. T. (2021). Impact of the industrial revolution 4.0 on higher education in Vietnam: challenges and opportunities. Linguistics and Culture Review, 5(S3), 1–15. https://doi.org/10.21744/lingcure.v5ns3.1350
Unesco. (2022). Artificial Intelligence in Education: Promises and Implications for Teaching and Learning. UNESCO Publishing. Center for Curriculum Redesign.
Wekke, I. S., Syafril, S., & Wira, A. (2024). Exploratory Analysis of Challenges for international Students Studying in Muslim- Majority Countries. Journal of International Affairs and Students Mobility, 1(1), 57–70. https://doi.org/https://jiasmy.intischolar.id/index.php/jiasmy/article/view/5
Yahya, N., Abdullah, M., & Masuwd, M. (2025). Development of Digital Education in Libya: Progress, Challenges, and Future Directions. International Journal of Education and Digital Learning |, 3(5), 211–219. https://doi.org/10.47353/ijedl.v3i5.307
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