TY - GEN
T1 - Computational Modeling of Driving Behaviors
T2 - 13th ACM International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2021
AU - Jeon, Myounghoon
AU - Zhang, Yiqi
AU - Jeong, Heejin
AU - Janssen, Christian
AU - Bao, Shan
N1 - Publisher Copyright:
© 2021 Owner/Author.
PY - 2021/9/9
Y1 - 2021/9/9
N2 - Computational modeling has great advantages in human behavior research, such as abstracting the problem space, simulating the situation by varying critical variables, and predicting future outcomes. Although much research has been conducted on driver behavior modeling, relatively little modeling research has appeared at the Auto-UI Conferences. If any, most work has focused on qualitative models about manual driving. In this workshop, we will first describe why computational driver behavior modeling is crucial for automotive research and then, introduce recent driver modeling research to researchers, practitioners, and students. By identifying research gaps and exploring solutions together, we expect to form the basis of a new modeling special interest group combining the Auto-UI community and the computational modeling community. The workshop will be closed with suggestions on the directions for future transdisciplinary work.
AB - Computational modeling has great advantages in human behavior research, such as abstracting the problem space, simulating the situation by varying critical variables, and predicting future outcomes. Although much research has been conducted on driver behavior modeling, relatively little modeling research has appeared at the Auto-UI Conferences. If any, most work has focused on qualitative models about manual driving. In this workshop, we will first describe why computational driver behavior modeling is crucial for automotive research and then, introduce recent driver modeling research to researchers, practitioners, and students. By identifying research gaps and exploring solutions together, we expect to form the basis of a new modeling special interest group combining the Auto-UI community and the computational modeling community. The workshop will be closed with suggestions on the directions for future transdisciplinary work.
UR - http://www.scopus.com/inward/record.url?scp=85116158831&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85116158831&partnerID=8YFLogxK
U2 - 10.1145/3473682.3477436
DO - 10.1145/3473682.3477436
M3 - Conference contribution
AN - SCOPUS:85116158831
T3 - Adjunct Proceedings - 13th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2021
SP - 160
EP - 163
BT - Adjunct Proceedings - 13th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2021
PB - Association for Computing Machinery, Inc
Y2 - 9 September 2021 through 14 September 2021
ER -