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Comparative Sentiment Analysis on Contemporary Islamic Educational Issues using Generative AI Platforms Muhibbin, Ahmad; Hasanah, Rizwatul; Purwati, Dwi
At-Tadris: Journal of Islamic Education Vol. 4 No. 2 (2025): At-Tadris: Journal of Islamic Education
Publisher : Ikatan Dai Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56672/yfstd845

Abstract

This study aims to analyze the application of artificial intelligence (AI) in sentiment analysis of contemporary Islamic discourse, focusing on themes such as feminism, Islamic education, and Islamic politics. The research methods used include a qualitative approach, experiments with AI, and sentiment analysis using Natural Language Processing (NLP). The results of the study show that AI-based sentiment analysis such as ChatGPT, Meta AI, and Gemini AI have significant capabilities to understand contemporary Islamic discourse issues with dominant positive sentiment classifications, especially in the themes of Islamic education and gender equality. This study also highlights the importance of data accuracy and the development of AI algorithms that are more sensitive to social and religious contexts to produce more inclusive and relevant analysis.
The Role of Education in Building Society Hasanah, Rizwatul; Haryanto, Sigit
Proceedings International Conference on Education Innovation and Social Science 2025: Proceedings International Conference on Education Innovation and Social Science
Publisher : Universitas Muhammadiyah Surakarta

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Abstract

These instructions give you basic guidelines for preparing papers for ICEISS 2023. Use the same font and size given in this template for each section. Abstract is in English covering the central issues of the study, the objectives, the methods/approaches and the results of the study. Abstract consists of one paragraph, not to exceed 250 words. [Sitka Banner 10, justified] One of the most significant aspects of human life is education. We can only transmit principles, ideas, attitudes, and social behaviors that represent a moral and honorable life through education. We cannot develop into civilized human beings without education. Humans have the ability to become intelligent and civilized beings through education. Education is essential to shaping people's personalities and determining how a community will develop. The contribution of education to the social, economic, and cultural progress of society is discussed in this article. By providing knowledge, skills, and moral and ethical values, education becomes the foundation for creating a competitive, tolerant, and civilized society. This study highlights the role of formal and non-formal educational institutions, as well as the importance of synergy between the government, educators, and the community in creating an inclusive and sustainable education system. Using a descriptive qualitative approach, this article shows that investment in education not only improves the quality of human resources but also strengthens social cohesion and national stability.