TY - GEN
T1 - Construction Research Congress 2022
AU - Ojha, Amit
AU - Habibnezhad, Mahmoud
AU - Jebelli, Houtan
N1 - Publisher Copyright:
© 2022 ASCE.
PY - 2022
Y1 - 2022
N2 - Robotic technologies have considerable potential to revolutionize the construction industry. This capacity has been mostly realized in the realm of human-robot collaboration wherein human dexterity and robotic precision allow the successful completion of tasks. Yet, these joint interactions demand knowledgeable and adept operators and engineers who have the necessary technical competencies to execute safe operations in the human-robot collaborative work environment. However, conventional learning systems (slides and videos) are not able to simulate the authentic complexities of practice. Therefore, this research aims to explore the feasibility of embodied virtual agents for augmenting students' knowledge in safe practices of human-robot collaboration in construction. To that end, the study developed an immersive learning environment enhanced with a virtual agent to provide procedural instructions that can accompany the user throughout the learning experience. A self-Assessment approach was leveraged among twelve students to compare the efficacy of students' learning outcomes using the proposed learning system and the traditional learning systems (slides). Responses were statistically compared using the Wilcoxon-signed rank test. Results indicated a significant difference in the learning outcomes between the developed system and the traditional system. Findings demonstrated the potential of the simulated learning environment laden with the embodied virtual agents to enhance the students' learning of robotic safety in construction.
AB - Robotic technologies have considerable potential to revolutionize the construction industry. This capacity has been mostly realized in the realm of human-robot collaboration wherein human dexterity and robotic precision allow the successful completion of tasks. Yet, these joint interactions demand knowledgeable and adept operators and engineers who have the necessary technical competencies to execute safe operations in the human-robot collaborative work environment. However, conventional learning systems (slides and videos) are not able to simulate the authentic complexities of practice. Therefore, this research aims to explore the feasibility of embodied virtual agents for augmenting students' knowledge in safe practices of human-robot collaboration in construction. To that end, the study developed an immersive learning environment enhanced with a virtual agent to provide procedural instructions that can accompany the user throughout the learning experience. A self-Assessment approach was leveraged among twelve students to compare the efficacy of students' learning outcomes using the proposed learning system and the traditional learning systems (slides). Responses were statistically compared using the Wilcoxon-signed rank test. Results indicated a significant difference in the learning outcomes between the developed system and the traditional system. Findings demonstrated the potential of the simulated learning environment laden with the embodied virtual agents to enhance the students' learning of robotic safety in construction.
UR - http://www.scopus.com/inward/record.url?scp=85128967947&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85128967947&partnerID=8YFLogxK
U2 - 10.1061/9780784483985.008
DO - 10.1061/9780784483985.008
M3 - Conference contribution
AN - SCOPUS:85128967947
T3 - Construction Research Congress 2022: Health and Safety, Workforce, and Education - Selected Papers from Construction Research Congress 2022
SP - 70
EP - 80
BT - Construction Research Congress 2022
A2 - Jazizadeh, Farrokh
A2 - Shealy, Tripp
A2 - Garvin, Michael J.
PB - American Society of Civil Engineers (ASCE)
T2 - Construction Research Congress 2022: Health and Safety, Workforce, and Education, CRC 2022
Y2 - 9 March 2022 through 12 March 2022
ER -