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Journal : International Journal of Engineering, Science and Information Technology

Student Perceptions of the Implementation of Big Data in Sinergy as Learning Optimization at the Bali Institute of Design and Business Satrya Ramayu, I Made; Manurung, Handrean; Rachmadhan Amri, Muhammad Febrian; Mahendra, Gede Surya; Yoga Indrawan, I Putu
International Journal of Engineering, Science and Information Technology Vol 4, No 1 (2024)
Publisher : Malikussaleh University, Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52088/ijesty.v4i1.611

Abstract

The current digital era is characterized by exponential data growth, presenting unprecedented opportunities and challenges in extensive data analysis. Data's increasing complexity and volume demand more efficient and effective analysis methods. In overcoming this challenge, big data technology is an innovative solution in data analysis. Semantic technology enriches the data modeling process by providing deeper context and meaning and facilitates more intuitive and accurate analysis, which is critical in managing diverse big data. The use of big data is an essential aspect of the learning system in information technology, especially at the Bali Design and Business Institute. This research aims to describe the implementation of big data on the Synergy platform as an effort to optimize learning at the Bali Design and Business Institute based on a literature review. Information technology that continues to develop has changed the learning paradigm by adopting Big Data in the context of e-learning. Synergy, as an innovative e-learning platform, has the potential to use Big Data to increase the personalization and effectiveness of learning for students. This research takes a qualitative approach by analyzing relevant literature and discussing the use of big data in education and e-learning. This literature review aims to understand how implementing Big Data can influence learning interactions, academic decision-making, and the development of adaptive learning strategies in educational environments. The literature review results show that using Big Data in e-learning can strengthen the personalization of learning, improve academic predictions, and provide deeper insight into student learning behavior. The implications of this research provide a solid theoretical basis for developing strategies for implementing Big Data at Synergy so that it can support improving the quality of learning at the Bali Institute of Design and Business.
Co-Authors A. A. Istri Ita Paramitha Abdullah, Syarifudin Agil Aurora Loujien Alif Alif Amsyari, Faqih Anak Agung Eka Wirayuda Anak Agung Istri Callysta Athalia Anak Agung Istri, Callysta Athalia Aniek Suryanti Kusuma, Aniek Suryanti Aprilia Monica Sari Artana, I Made Aryasta, Komang Hokky Atmaja, I Gede Bagastia Widi Azizah, Nabila Aulia Cahayani, Putu Putri Datya, Aulia Iefan Decky Pratama Putra Dermawan, Kadek Teguh Desak Dwi Utami Putra Desak Made Dwi Utami Putra Dessy Seri Wahyuni Devi Valentino Waas Dewa Ketut Alit Maha Putra Dewa Made Julijati Putra Dewi, Desak Putu Eka Komala Dewi, I Gusti Agung Ayu Ananda Diah Juniari Arnidya Digita, I Dewa Kadek Laksana Dirgayusari, Ayu Manik Diva Ananda Putra Eddy Hartono Eddy Hartono Eddy Hartono Elma Regina Nababan Farida Agus Setiawati Febiasterina, Dyapradita Eka Fihoirun Nisak Ulfiyatil Hasanah Gede Aby Sanjiwa Kurniawan Gede Agus Supriatmaja Gusti Ngurah Yogi Wicaksana I Dewa Gede Aristana I Dewa Made Krishna Muku I Gede Bagastia Widi Atmaja I Gede Bendesa Subawa I Gede Ciptha Aphila Diptha I Gede Hendrayana I Gede Iwan Sudipa I Gede Mahendra Darmawiguna I Gede Wahyu Parama Sucipta I Gusti Ayu Agung Diatri Indradewi I Kadek Adiana Putra I Kadek Andy Asmarajaya I Kadek Noppi Adi Jaya I Kadek Sudewo Mahadiv Wikrama I Ketut Pratista Tri Pramana I Ketut Setiawan I Komang Widiantara I Made Artana I Made Gede Sunarya I Made Panji Prayoga I Md. Dendi Maysanjaya I Nyoman Agus Suarya Putra I Nyoman Indhi Wiradika I Nyoman Jayanegara I Nyoman Yoga Anantra I Putu Adhitya Kusuma I Putu Mas Yuda Pratama I Putu Yoga Indrawan I Wayan Ari Pramana Putra I Wayan Darmadi I Wayan Dharma Suryawan I Wayan Widi Karsana Ida Ayu Mas Putri Mahalini Ida Ayu Utari Dewi Ida Bagus Kusuma Dewantara Ilham Ramdhani Jati, Ketut Gede Tegar Maranom Jaya Deva Jayanti, Kadek Sukma Kadek Deamanda Asih Kusuma Kadek Dwika Darma Widyaputra Kadek Ngurah Adi Kusuma Kadek Pebriawan Kadek Yota Ernanda Aryanto Komang Ayu Suputri Komang Diva Wiguna Komang Mahendra Komang Sukerni Kusuma, Kadek Ngurah Adi Luh Gede Bevi Libraeni Luh Gede Bevi Libraeni M.Cs S.Kom I Made Agus Wirawan . Made Diva Putera Ananta Made Putri Ariasih MADE PUTRI ARIASIH Mahmuda Lailiya Manurung, Handrean Marito, Julita Muhamad Bintang Haekal Muhammad Febrian Rachmadhan Amri Mulyadi, Ely Nainggolan, Wahyuni Betris Ngurah Manik Mahardika Ngurah Premadhipa Ni Komang Arista Tri Wahyuni Ni Luh Laksmi Rahmantari Ni Luh Wiwik Sri Rahayu Ginantra Ni Made Mila Rosa Desmayani* Ni Made Mila Rosa Desmayani, Ni Made Mila Rosa Ni Made Novia Kusumayani Ni Nyoman Sekarini Wulandari Ni Putu Ana Rainita Ni Putu Diah Ratih Rakasiwi Ni Putu, Ana Rainita Ni Wayan Anggita Dara Pratiwi Ni Wayan Wardani Ni Wayan Wardani Ni Wayan Wardani Wardani Nikova, Kartika Nugraha, Putu Gede Surya Oky Sanjaya, Kadek Parawangsa, I Dewa Gede Mahesta Parwathi, Ni Luh Gede Putri Desta Pebriawan, Kadek Pernata, I Gusti Ngurah Agung Pinatih, Rama Ngurah Putera Prakoso, Galih Yuniar Pratama, I Putu Mas Yuda Pratama, Kevin Pratiwi, Ni Ketut Tirana Yulia Putra, Dewa Ketut Alit Maha Putra, I Gede Ardi Sukaryadi Putra, Putu Satria Udyana Putri, Kadek Rosila Putu Bagus Hartawan Okatama Putu Candra, Ariani Putu Damar Jagat Pratama Putu Diah Maharanny Putu Gede Surya Cipta Nugraha Putu Gede Surya Cipta Nugraha Putu Putri Cahyani Rangga Firdaus Rewo, Marselinus Harson Rudy Satya Wira Dharma, Kadek Sandhisutra , Ida Bagus Ketut Sandhisutra, Ida Bagus Ketut Santhi, Trihana Sari, Aprilia Monica Satrya Ramayu, I Made Sucipta, I Gede Wahyu Parama Suryasih, Ketut Dian Sutarwiyasa, I Ketut Sutrisna, Ketut Dita Ari Trihana Santhi Utama, I Made Putra Wardani, Ni Wayan Wasundhari, Putu Alvinna Ena Diah Wayan Sauri Peradhayana Widiantara, I Komang Widiartha, Komang Kurniawan Wijaya, Selly Vania Christina Willdahlia, Ayu Gede Wiradika, I Nyoman Indhi Wirayuda, Anak Agung Eka Yoga Indrawan, I Putu Yuliandari, Ni Kadek Zulvan Avito Anwari