Yiqi Zhang’s research interests include intelligent transportation systems. Her current focus is on human-vehicle interaction challenges and their implications in designing connected vehicle systems and autonomous vehicle systems. She is also affiliated with the Larson Transportation Institute at Penn State.
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Recent Publications
Development and classification of autonomous vehicle's ambiguous driving scenario
Baby, T., Ippoliti, H. Ş., Wintersberger, P., Zhang, Y., Yoon, S. H., Lee, J. & Lee, S. C., Jun 2024, In: Accident Analysis and Prevention. 200, 107501.Research output: Contribution to journal › Article › peer-review
Driver-Automated Vehicle Interaction in Mixed Traffic: Types of Interaction and Drivers’ Driving Styles
Ma, Z. & Zhang, Y., Feb 2024, In: Human Factors. 66, 2, p. 544-561 18 p.Research output: Contribution to journal › Article › peer-review
Fostering Drivers’ Trust in Automated Driving Styles: The Role of Driver Perception of Automated Driving Maneuvers
Ma, Z. & Zhang, Y., Jul 2024, In: Human Factors. 66, 7, p. 1961-1976 16 p.Research output: Contribution to journal › Article › peer-review
A Computational Cognitive Model of Driver Response Time for Scheduled Freeway Exiting Takeovers in Conditionally Automated Vehicles
Tan, X. & Zhang, Y., May 2024, In: Human Factors. 66, 5, p. 1583-1599 17 p.Research output: Contribution to journal › Article › peer-review
Driver Situation Awareness for Regaining Control from Conditionally Automated Vehicles: A Systematic Review of Empirical Studies
Tan, X. & Zhang, Y., 2024, (Accepted/In press) In: Human Factors.Research output: Contribution to journal › Review article › peer-review
Shaping the future of chronic disease management: Insights into patient needs for AI-based homecare systems
Wang, B., Asan, O. & Zhang, Y., Jan 2024, In: International Journal of Medical Informatics. 181, 105301.Research output: Contribution to journal › Article › peer-review
Driver License Renewal Requirements Predict Driving Mobility Among Older Drivers With Health-Related Travel Difficulties
Freed, S., Ross, L., Mogle, J., Gamaldo, A. & Zhang, Y., Aug 2023, In: Transportation Research Record. 2677, 8, p. 185-195 11 p.Research output: Contribution to journal › Article › peer-review
Predicting Driver Takeover Decisions in Conditionally Automated Vehicles with a Gaze-based Deep Learning Model
Gupta, S., Tan, X. & Zhang, Y., 2023, In: Proceedings of the Human Factors and Ergonomics Society. 67, 1, p. 657-663 7 p.Research output: Contribution to journal › Conference article › peer-review
Driving In Mixed Traffic: Will Increased Penetration Rates of Automated Vehicles Change Driver Behaviors?
Ma, Z. & Zhang, Y., 2023, In: Proceedings of the Human Factors and Ergonomics Society. 67, 1, p. 2152-2153 2 p.Research output: Contribution to journal › Conference article › peer-review
Exploring the influence of driver affective state and auditory display urgency on takeover performance in semi-automated vehicles: Experiment and modelling
Sanghavi, H., Zhang, Y. & Jeon, M., Mar 2023, In: International Journal of Human Computer Studies. 171, 102979.Research output: Contribution to journal › Article › peer-review
Analyzing Driver Strategy for Scheduled Takeovers Under the Effect of Multi-stage Takeover Request Design
Tan, X. & Zhang, Y., 2023, In: Proceedings of the Human Factors and Ergonomics Society. 67, 1, p. 1197-1203 7 p.Research output: Contribution to journal › Conference article › peer-review
MODELING DRIVER TAKEOVER INTENTION IN AUTOMATED VEHICLES WITH ATTENTION-BASED CNN ALGORITHM
Gupta, S., Mishra, R., Chang, Y. H., Ma, Z., Ma, F. & Zhang, Y., 2022, In: Proceedings of the Human Factors and Ergonomics Society. 66, 1, p. 1607-1611 5 p.Research output: Contribution to journal › Conference article › peer-review
“Dummies, Learning Modeling Made Easy”: Improving Modeling Education in Human Factors Research
Jeon, M., Zhang, Y., Bao, S. & Jeong, H., 2022, In: Proceedings of the Human Factors and Ergonomics Society. 66, 1, p. 1586-1590 5 p.Research output: Contribution to journal › Conference article › peer-review
Effects of Non-Speech Auditory Cues on Control Transition Behaviors in Semi-Automated Vehicles: Empirical Study, Modeling, and Validation
Ko, S., Kutchek, K., Zhang, Y. & Jeon, M., 2022, In: International Journal of Human-Computer Interaction. 38, 2, p. 185-200 16 p.Research output: Contribution to journal › Article › peer-review
Modeling the effects of perceived intuitiveness and urgency of various auditory warnings on driver takeover performance in automated vehicles
Ko, S., Sanghavi, H., Zhang, Y. & Jeon, M., Oct 2022, In: Transportation Research Part F: Traffic Psychology and Behaviour. 90, p. 70-83 14 p.Research output: Contribution to journal › Article › peer-review