Yana Aditia Gerhana
Department of Informatics, UIN Sunan Gunung Djati Bandung

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Chatbot for Signaling Quranic Verses Science Using Support Vector Machine Algorithm Undang Syaripudin; Deden Suparman; Yana Aditia Gerhana; Ayu Puji Rahayu; Mimin Mintarsih; Rizka Alawiyah
JOIN (Jurnal Online Informatika) Vol 6 No 2 (2021)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v6i2.827

Abstract

The many verses in the Qur'an encourage finding the right way how to understand it thematically. The purpose of the research is to develop a chatbot application that can be used to explore and elaborate the content of verses in the Qur’an that hint at science. The support vector machine (SVM) algorithm classifies question and answers datasets in chatbot applications. The number of data sets used is 76, with test data as much as 10%. The test results show that the SVM algorithm is quite good in classifying, with an accuracy value of 87.5%. While the user test results obtained an average MOS of 8.4, which means the chatbot application developed is very effective in understanding the Qur'an, which implies science. This research is expected to provide an overview of the explanation of the Qur'an about science and technology.
Development of Religious Moderation Learning Media Based on Augmented Reality Using Fast Corner Detection Algorithm Ayu Puji Rahayu; E. Aris Somantri; Yana Aditia Gerhana
Khazanah Pendidikan Islam Vol. 7 No. 1 (2025): Khazanah Pendidikan Islam
Publisher : UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/kpi.v7i1.40835

Abstract

The religious moderation program aims to streamline religious life in diverse Indonesian society to create a religious society and nation that lives in peace, tolerance, and harmony. Internalization of religious moderation must be implemented in the madrasah environment to provide a strong understanding to students so that they can understand and apply the values ​​of religious moderation in everyday life. Therefore, this study aims to develop Augmented Reality (AR)-based religious moderation learning media for madrasa students. The research method used is a modified System development life cycle (SDLC) model. The data collection technique in this study is a test. Pretest-posttest tests the product's effectiveness on learning outcomes, and observations and interviews are conducted to strengthen field data. At the same time, the participants in this study were elementary madrasah (MI) students in West Bandung Regency and Garut Regency, with 160 participants from seven schools. The selection of locations is based on the researcher's affordability and access. The results of this study indicate that the use of augmented reality (AR)-based religious moderation learning media has effectively improved student learning outcomes in religious moderation learning significantly.  The results of the difference test show an Asymp. Sig. (2-tailed) value of 0.000, indicating that Ho is rejected, and Ha is accepted. This means there is a significant difference in student learning outcomes before and after the treatment using Augmented Reality (AR) learning media, with an average pre-test score of 64.94 and an average post-test score of 93.50. Therefore, this study concludes that Augmented Reality learning media can improve student learning outcomes.