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Harikesh Singh; Li-Minn Ang; Dipak Paudyal; Mauricio Acuna; Prashant Kumar Srivastava; Sanjeev Kumar Srivastava – Technology, Knowledge and Learning, 2025
Wildfires pose significant environmental threats in Australia, impacting ecosystems, human lives, and property. This review article provides a comprehensive analysis of various empirical and dynamic wildfire simulators alongside machine learning (ML) techniques employed for wildfire prediction in Australia. The study examines the effectiveness of…
Descriptors: Artificial Intelligence, Computer Software, Computer Simulation, Prediction
Lorenzo Valente; Federico De Lorenzis; Davide Calandra; Fabrizio Lamberti – IEEE Transactions on Learning Technologies, 2025
In recent years, first responders have faced increasing challenges in their operations, highlighting a growing need for specialized and comprehensive training. In particular, the firefighting incident commanders (ICs) are playing a pivotal role, providing directions to field operators and making critical decisions in emergency situations. Over…
Descriptors: Fire Protection, Experiential Learning, Job Training, Computer Simulation
Maxine Berthiaume; Max Kinateder; Bruno Emond; Natalia Cooper; Ishika Obeegadoo; Jean-François Lapointe – Education and Information Technologies, 2024
Access to dangerous goods training for firefighters in remote areas is limited for financial and logistical reasons. Virtual reality (VR) is a promising solution for this challenge as it is cost-effective, safe, and allows to simulate realistic scenarios that would be dangerous or difficult to implement in the real world. However, rigorous…
Descriptors: Evaluation, Computer Simulation, Fire Protection, Transportation
Amir Haj-Bolouri; Jesse Katende; Matti Rossi – Journal of Workplace Learning, 2024
Purpose: The reemergence of immersive virtual technology (IVR) provides both opportunities and challenges for workplace learning (WPL). The purpose of this study is to explore and develop knowledge about how gamification influences the WPL experience by addressing two research questions: "RQ1." What characterizes a gamified immersive…
Descriptors: Safety Education, Computer Simulation, Technology Uses in Education, Workplace Learning
Pil-Jae Moon; Ha-Sung Kong – Journal of Education and e-Learning Research, 2023
This study reviewed educational, aesthetic, entertainment and deviant experiences which are elements of the metaverse experience set them as research variables and presented the results of the study through a survey. First, it was found that the educational experience was statistically significant for safety education satisfaction and had a…
Descriptors: Foreign Countries, Computer Simulation, Simulated Environment, Fire Protection
Tianqi Huang; Zhenan Feng; Daniel Paes; Fei Ying; Xilei Zhao; Max Kinateder; E. R. Langer; Ruggiero Lovreglio – Journal of Computer Assisted Learning, 2025
Background: Wildfires have become increasingly frequent and destructive, highlighting the need for more effective public education on safety and preparedness. Gamification, the use of game design elements in non-game contexts, offers a promising strategy to enhance learner engagement and educational effectiveness compared to traditional methods.…
Descriptors: Natural Disasters, Fire Protection, Safety Education, Gamification
Mystakidis, Stylianos; Besharat, Jeries; Papantzikos, George; Christopoulos, Athanasios; Stylios, Chrysostomos; Agorgianitis, Spiros; Tselentis, Dimitrios – Education Sciences, 2022
Immersive virtual reality (VR) is a technology that can be effective for procedural skills training through game-based simulations such as serious games. The current study describes the instructional design, development, and evaluation of the FSCHOOL fire preparedness serious game in a cave automatic virtual environment (CAVE-VR) for elementary…
Descriptors: Curriculum Development, Curriculum Design, Curriculum Evaluation, Computer Simulation
Molan, Safa; Weber, Delene; Kor, Matin – Journal of Educational Computing Research, 2022
A problem-based immersive virtual environment (IVE) about bushfire safety was developed as a learning tool for children aged 10-12. Its effectiveness was assessed in relation to children's ability to determine how to be safer in a bushfire incident. A series of experiential activities were developed in the IVE with digital storytelling and…
Descriptors: Computer Simulation, Virtual Classrooms, Children, Fire Protection

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