September 9 -10, 2021

Workshop on Computational Modeling of Driving Behaviors:

Challenges and Approaches

in affiliation with AutoUI 2021

The goal of this workshop is to form a new modeling special interest group combining the Auto-UI community and the computational modeling community to identify research gaps and explore solutions together to glean some hints on the directions for future transdisciplinary work.

Objective 1

Providing an overview of the state-of-the-art driver modeling work

Objective 2

Discussing challenges and exchanging solutions

Objective 3

Suggesting promising directions for future transdisciplinary work

Topics of Interest

· Modeling techniques available (e.g., cognitive architecture vs. machine learning vs. hybrid models) and how these techniques can be made more relevant for the Auto-UI community;

· Grand challenges for computational modeling within the Auto-UI field;

· The way modeling approaches can be aligned with other methodological approaches (e.g., experiments, designs, or prototyping) so that they can complement each other;

· The application of computational models in the advanced Auto-UI technology designs.

Organizers

[Myounghoon "Philart" Jeon]

Virginia Tech

[Yiqi Zhang]

Penn State University

[Heejin Jeong]

University of Illinois at Chicago

[Christian P. Janssen]

Utrecht University

[Shan Bao]

University of Michigan-Dearborn