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All Journal International Journal of Advances in Applied Sciences International Journal of Evaluation and Research in Education (IJERE) Jurnal Pendidikan Vokasi Cakrawala Pendidikan Jurnal Kependidikan: Penelitian Inovasi Pembelajaran Jurnal Penelitian Saintek JPTK: Jurnal Pendidikan Teknologi dan Kejuruan Jurnal Pendidikan Indonesia Bulletin of Electrical Engineering and Informatics Jurnal Pendidikan Teknik Mesin Jurnal Inovasi Teknologi Pendidikan Indonesian Green Technology Journal Jurnal Teknologi Informasi dan Ilmu Komputer Journal of Educational Science and Technology ELINVO (Electronics, Informatics, and Vocational Education) PYTHAGORAS: Jurnal Program Studi Pendidikan Matematika Indonesian Language Education and Literature Jurnal Pendidikan Teknik Mesin Jurnal Pendidikan (Teori dan Praktik) REiD (Research and Evaluation in Education) Script Journal: Journal of Linguistic and English Teaching Jurnal Penelitian Pendidikan IPA (JPPIPA) JKTP: Jurnal Kajian Teknologi Pendidikan Journal of Education Technology JTP - Jurnal Teknologi Pendidikan COMPTON: Jurnal Ilmiah Pendidikan Fisika Journal of Robotics and Control (JRC) Indonesian Journal of Electrical Engineering and Computer Science Jurnal Pedagogi dan Pembelajaran Letters in Information Technology Education (LITE) Ideguru: Jurnal Karya Ilmiah Guru Jurnal Pendidikan Vokasi Otomotif JURNAL TEKNOLOGI INFORMASI & KOMUNIKASI DALAM PENDIDIKAN JP (Jurnal Pendidikan) : Teori dan Praktik Journal of Information Engineering and Technology Al-Hayat: Journal of Islamic Education Journal of Information Technology and Education (JITED) Jurnal Pendidikan Teknik Mesin Media Pendidikan Matematika
Herman Dwi Surjono
Universitas Negeri Yogayakarta
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Journal : Bulletin of Electrical Engineering and Informatics

 1 
Utilizing virtual reality for real-time emotion recognition with artificial intelligence: a systematic literature review Aji Purnomo, Fendi; Arifin, Fatchul; Dwi Surjono, Herman
Bulletin of Electrical Engineering and Informatics Vol 14, No 1: February 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v14i1.8847

Abstract

Efficiency and optimization in virtual reality (VR) technology is an urgent need, especially in the context of optimizing algorithms to recognize user emotions while using VR. Efficient VR technology can improve user experience and enable more immersive and responsive interactions. This study adopts the preferred reporting items for systematic reviews and meta-analyses (PRISMA) (2020) method to identify and analyze gaps in the existing literature, focusing on the optimization of electroencephalogram (EEG) signal classification algorithms to recognize VR users' emotions. The literature search was conducted through the Scopus database, with article selection based on the type of emotion classified, the classification method used, the limitations of the research, and the results obtained. Of the 1478 articles found, 74 articles passed the initial selection stage, and the final stage 13 articles were selected for further analysis. The selected articles provide important insights into the development of EEG classification algorithms for VR users, especially in multi-user settings. The findings identify potential and opportunities in the development of more efficient and accurate EEG signal classification algorithms for VR users. By focusing on emotion classification in a multi-user VR environment, this research contributes to improving the efficiency of VR technology and supporting a better and more responsive user experience.
Co-Authors Abdul Haris Munandar Afdal, Zul Aji Purnomo, Fendi Akrom, Akrom Ali Muhtadi Ali Mustadi Almadina, Nazela Ulhaqy Anang Fathoni Anik Ghufron Ari Setyawan, Ryan Arif Rahman Ariyanto S. Helianak Aurum, Emma Valensia Ayu Nuswantari Ayuriyanti, Siswi Dwi Bashir, Ashadi Bekti Wulandari Cahyandaru, Pramudya Cobena, Desy Yanty Deni Hardianto Dewi, Ayu Sandra Dian Wahyuningsih Disa Hediansah Dwi Kurniawan, Prabowo Dwi Widjanarko Dyah Respati Dyah Respati Suryo Sumunar Eko Marpanaji Fatchul Arifin Fendi Aji Purnomo, Fendi Aji Gilang Nugraha Putu Pratama Habib Hambali Handaru Jati Heni Rita Susila Herminarto Sofyan Heru Amrul Mu'arif Hilyatush Shofa Huzaima Mas’ud Ibnu Siswanto Indra Hidayatulloh Irfan Adi Nugroho Jati, Prasetyawan Caesar Wijaya Ju-Ling Shih Kadarisman Tejo Yuwono Kadek Cahya Dewi Karuniawan, Yoga Khairah, Nurul Mahmud Al Haq Patwary, Mahmud Al Haq Mardian, Ari Martin Hartmann Marwanto, Eko Mashoedah Mashoedah Muhammad Ahmad Jumasa Muhammad Kholil Muhammad Rizky Putra Wadhana Muhyadi Muhyadi Munandar, Abdul Haris Niluh Putu Puri Palupi Sukenasa Novi Trilisiana Nurmiati, Euis Nuswantari, Ayu Priyanto Priyanto Priyanto, Priyanto Puput Tri Anggara Purmadi, Ary Putra, Anak Agung Adi Wiryya Putu Indah Ciptayani R. Hafid Hardyanto, R. Hafid Raekha Azka, Raekha Rama Faiz Pangestu Randy Irawan Ratna Wardani Restu Widiatmono Rifkisyahputra Rukiyati Rukiyati Safitri, Ria Rochmi Satria, Dadi Satrio Dwi Ananda Setyabudi Indartono Sigit Pambudi Siti Sumiyati Sri Sumardiningsih Sulis Triyono Suprapto Suprapto Surahman, Ence Sutirman Sutirman Totok Sukardiyono Tsabita, Latifah Victor Novianto Wahyu Kurniawati Wu, Ying-Tien Yadi, Farhan Yassin, Abdulnassir Ying-Tien Wu Zainal Arifin Zamroni Zamroni Ziaurrahman Ziaurrahman