Learning from construction accidents in virtual reality with an ontology-enabled framework

被引:2
作者
Pedro, Akeem [1 ]
Bao, Quy Lan [1 ]
Hussain, Rahat [1 ]
Soltani, Mehrtash [1 ]
Pham, Hai Chien [2 ]
Park, Chansik [1 ]
机构
[1] Chung Ang Univ, Sch Architecture & Bldg Sci, Seoul, South Korea
[2] Ton Duc Thang Univ, Fac Civil Engn, Appl Computat Civil & Struct Engn Res Grp, Ho Chi Minh City, Vietnam
基金
新加坡国家研究基金会;
关键词
Construction safety; Virtual reality; Ontology; Game engine; Learning from accidents; AUGMENTED REALITY; SAFETY; INFORMATION; INCIDENTS; EDUCATION; EXPERIENCES; MANAGEMENT; KNOWLEDGE; DESIGN; SYSTEM;
D O I
10.1016/j.autcon.2024.105597
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Learning from accidents is essential in preventing their recurrence; however, the unstructured nature of construction accident data poses a significant challenge to the retrieval of insightful information from past incidents. The absence of engaging training tools that facilitate access to such information also impedes learning. This paper aims to develop an ontology-enabled Virtual Reality (VR) framework to provide access to incident data in immersive educational settings. The framework comprises three modules: 1) Ontology module for structuring information from accidents; 2) VR module for interactive learning based on accident cases; and 3) Semantic enrichment module for embedding accident information in VR scenarios. A prototype was developed to verify the frameworks' technical feasibility, usability, and educational potential. User trials confirm that the solution offers a promising medium for learning from accidents. It is anticipated that the framework would enhance practices for learning from accidents and contribute to improved safety outcomes in construction.
引用
收藏
页数:24
相关论文
共 95 条
[1]   An interactive virtual reality model for enhancing safety training in construction education [J].
Abotaleb, Ibrahim ;
Hosny, Ossama ;
Nassar, Khaled ;
Bader, Sahar ;
Elrifaee, Mohamed ;
Ibrahim, Salma ;
El Hakim, Yasmin ;
Sherif, Mohamed .
COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, 2023, 31 (02) :324-345
[2]   Effectiveness of VR-based training on improving construction workers' knowledge, skills, and safety behavior in robotic teleoperation [J].
Adami, Pooya ;
Rodrigues, Patrick B. ;
Woods, Peter J. ;
Becerik-Gerber, Burcin ;
Soibelman, Lucio ;
Copur-Gencturk, Yasemin ;
Lucas, Gale .
ADVANCED ENGINEERING INFORMATICS, 2021, 50
[3]   Improving Effectiveness of Safety Training at Construction Worksite Using 3D BIM Simulation [J].
Ahn, Sungjin ;
Kim, Taehui ;
Park, Young-Jun ;
Kim, Ji-Myong .
ADVANCES IN CIVIL ENGINEERING, 2020, 2020
[4]  
[Anonymous], 2022, Cogito Safety Ontology
[5]  
[Anonymous], 2022, RiskOnto Ontology
[6]   Cross-platform virtual reality for real-time construction safety training using immersive web and industry foundation classes [J].
Bao, Lan ;
Tran, Si Van -Tien ;
Nguyen, Truong Linh ;
Pham, Hai Chien ;
Lee, Dongmin ;
Park, Chansik .
AUTOMATION IN CONSTRUCTION, 2022, 143
[7]   Token incentive framework for virtual-reality-based construction safety training [J].
Bao, Quy Lan ;
Tran, Si Van-Tien ;
Yang, Jaehun ;
Pedro, Akeem ;
Pham, Hai Chien ;
Park, Chansik .
AUTOMATION IN CONSTRUCTION, 2024, 158
[8]  
BLS, 2019, National Census of Fatal Occupational Injuries in 2018
[9]  
BLS, 2022, Bureau of Labour Statistics (BLS), Census of Fatal Occupational Injuries Summary
[10]  
Chan Albert P C, 2023, Int J Environ Res Public Health, V20, DOI 10.3390/ijerph20054570