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PENGGUNAAN TEKNOLOGI WEB UNTUK SISTEM E-LEARNING ADAPTIF DI PENDIDIKAN Sabir, Sardiansyah; Kunia Wahyu, Novita; Nurhalima, Nurhalima; Nurazizah, Nurazizah; Sirfanal Hak, Abdillah; Asbir, Muh. Alfarizi
Jurnal Teknologi dan Bisnis Cerdas Vol 1 No 3 (2025): Volume 1 Nomor 3 (Desember 2025)
Publisher : Plexi Digital Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64476/jtbc.v1i3.20

Abstract

The development of web technology has accelerated the adoption of adaptive e-learning systems; however, existing literature indicates variations in approaches, limited integration of artificial intelligence, and a lack of comprehensive mapping of research trends in this field. This study conducts a Systematic Literature Review of 20 studies published between 2020 and 2025 to identify developments, challenges, and opportunities in web-based adaptive e-learning. The findings reveal that the integration of machine learning, learning analytics, and content personalization techniques is increasingly implemented and has been shown to improve learner engagement and learning outcomes. Nevertheless, many studies still focus primarily on higher education, have not fully optimized real-time analytics, and provide limited discussion on the need for ethical regulation of artificial intelligence. Specifically, this study identifies three major trends: (1) the integration of machine learning with real-time learning analytics, (2) more inclusive adaptive designs addressing diverse learner needs and learning styles, and (3) the growing urgency of ethical AI regulation in education. In addition, this review highlights research gaps in vocational and non-formal education, which remain underexplored. These findings provide directions for future research and recommendations for the development of more effective and sustainable web-based adaptive e-learning systems.
The Effect of Lavender Aromatherapy on Reducing the Scale of Menstrual Pain in Adolescent Girls at Al Anwar Boarding School, Cirebon Regency Nurazizah, Nurazizah; Tonasih, Tonasih; Mutya Sari, Vianty; Nurjanah, Nunung
Jurnal Medisci Vol 2 No 5 (2025): Vol 2 No 5 April 2025
Publisher : Ann Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62885/medisci.v2i5.1001

Abstract

Background: Based on data from the World Health Organization (WHO), the number of women with dysmenorrhea in the world is vast; on average, more than 50% of women in each country experience dysmenorrhea. Objective: This study aims to determine the effect of lavender aromatherapy on reducing the severity of menstrual pain in adolescent girls. Research Method: This study uses a quasi-experimental, two-group pretest-posttest design. The population in this study is adolescent girls aged 15-19 years at Al Anwar boarding school. by sampling using pretest and posttest data, and analyzed using the Paired t Test. So that 15 respondents will be researched. Results: The results of the paired sample t-test showed a ρ-value of 0.000 < 0.05, which means that there was an effect before and after the administration of lavender aromatherapy on the reduction of the scale of menstrual pain in adolescent girls at Al Anwar Boarding School, Cirebon Regency. Conclusion: This study found that the administration of lavender aromatherapy affected the reduction of menstrual pain in adolescent girls. Implementation. It is hoped that young women at Al Anwar Islamic Boarding School who experience menstrual pain can use lavender aromatherapy to reduce the level of dysmenorrhea pain.
Co-Authors A.A. Ketut Agung Cahyawan W Ahmad Khoiri Ahmed Fernanda Desky Alamsyah, Samsuddin Alifah Alifah, Alifah Amirudin Amirudin Amraini, Said Jul Amrawaty, A. Amidah Andriani Andriani Anie Asriany, Anie Anwari, Lalan Apriliani, Baiq Melinda Asbir, Muh. Alfarizi Asep Munajat Astuti, Ayun Dwi Aulia Rahmah, Nazwa Ayuni, Anindia Qurrota Azzahra, Nur Inaayah Bahruddin Bahruddin Basiroh, Ainul Baso Hasyim Boangmanalu, Anisa Dadang Kurnia, Dadang Dase Erwin Juansah Dini Rakhmawati Dress, Gunther Elnawati, Elnawati Faisal Riza, Faisal Febrianty, Eva Fuadah, Liza Syamrotul Guslianto, Guslianto Hafni, Nurul Hamdan Juhannis Hapsah, Hapsah Harisa, Akbar Hastuti Hastuti Herlina Herlina Ibda Sanatin , Niswa Ilham Syata Ilmy, Rizky Maidan Indrawirawan Indrawirawan Iriyansah, Muhammad Rinzat Istiqamah, Istiqamah Junaid Junaid, Junaid Kartika, Isma Kunia Wahyu, Novita Kusyani, Diah M. Asrori Mardiah Astuti Mardisudin, Reizkiana Fairuz Maulidia, Revina Maulidian, Muslihatun Meutiah, Meutiah Mubarak, Syahrul Muhammad Ikbal Muhammad Irfan Said Muiz, Aris Nurul mustabi, jamila Mutya Sari, Vianty MUZAYYANAH MUZAYYANAH, MUZAYYANAH Nasokah Nasokah, Nasokah Nunung Nurjanah NUR FADILAH Nur, Ahmad Yasin Nurhalima, Nurhalima Nurhalipah, Nurhalipah Nurjannah Nurjannah Nurlaila Fitriani Oktaviana, Rohana Perdana, Gilang Putri, Jihan Hidayah Rahman, Framita Ramadanish, Rekhael Rasak, Risna Rivai, Immawati Nur Aisyah Rizique, Yustica Ilham Rustam, Utary Sabir, Sardiansyah Saleh, Ariyanti Salika, Jingga Salsabila, Yuni Samsurizal Samsurizal Saputra, Yudha Munajat Serliana, Indri Sety, La Ode Muhamad Siregar, Rika Diana Sirfanal Hak, Abdillah Solihat, Qonita Sudrajat, Mochammad Fitra Ramadhan Sundana, Lina Syakiroh, Inten Syuhuri, Saiyidatu T Teviana Tahira, Rima Tengku Ratna Soraya Tonasih, Tonasih Tri Cahyo Nugroho Ufran Ufran, Ufran Wahyunengsih, Wahyunengsih Wina Wulandari Yulandha, Nadia Yuline, Yuline Yunus, Sitti Rahma