Cognitive Load Modeling for Human-Computer Interaction in Autonomous Vehicle Interfaces: Models cognitive load to optimize human-computer interaction in interfaces within autonomous vehicles

Authors

  • Dr. Nisha Singh Associate Professor of Computer Science, Indian Institute of Technology Delhi (IIT Delhi) Author

Keywords:

Cognitive load modeling, Human-computer interaction, Autonomous vehicles

Abstract

Cognitive load modeling plays a crucial role in optimizing human-computer interaction (HCI) within autonomous vehicles (AVs). This paper presents a comprehensive review of cognitive load theory and its application in designing interfaces for AVs. We discuss the challenges of HCI in AVs, such as the need for attentional resources, decision-making processes, and the impact of automation on cognitive load. We propose a framework for modeling cognitive load in AV interfaces based on existing theories and empirical research. This framework aims to enhance user experience, reduce errors, and improve overall safety in AV operations.

Downloads

Download data is not yet available.

References

Tatineni, Sumanth. "Exploring the Challenges and Prospects in Data Science and Information Professions." International Journal of Management (IJM) 12.2 (2021): 1009-1014.

Wickens, Christopher D., et al. "Attentional models of multitasking in human–information interaction." Human-Computer Interaction 28.3 (2013): 93-133.

Vemori, Vamsi. "Evolutionary Landscape of Battery Technology and its Impact on Smart Traffic Management Systems for Electric Vehicles in Urban Environments: A Critical Analysis." Advances in Deep Learning Techniques 1.1 (2021): 23-57.

Moreno, Roxana, and Richard E. Mayer. "Cognitive principles of multimedia learning: The role of modality and contiguity." Journal of educational psychology 91.2 (1999): 358.

Paas, Fred, Alexander Renkl, and John Sweller. "Cognitive load theory and instructional design: Recent developments." Educational psychologist 38.1 (2003): 1-4.

Parasuraman, Raja, and Victor Riley. "Humans and automation: Use, misuse, disuse, abuse." Human factors 39.2 (1997): 230-253.

Endsley, Mica R. "Toward a theory of situation awareness in dynamic systems." Human factors 37.1 (1995): 32-64.

Wickens, Christopher D. "Multiple resources and performance prediction." Theoretical issues in ergonomics science 3.2 (2002): 159-177.

Cacioppo, John T., and Gary G. Berntson. "Relationships between attitudes and evaluative space: A critical review, with emphasis on the separability of positive and negative substrates." Psychological bulletin 115.3 (1994): 401.

Just, Marcel Adam, and Patricia A. Carpenter. "A theory of reading: From eye fixations to comprehension." Psychological review 87.4 (1980): 329.

Gopher, Daniel, and Nehemia Friedlander. "Parallel versus serial processing in rapid serial visual presentation." Journal of Experimental Psychology: Human Perception and Performance 10.2 (1984): 170.

Wickens, Christopher D., et al. "Attentional tunneling and task management in synthetic vision displays for control of unmanned aerial vehicles." Human factors 51.3 (2009): 316-327.

Wickens, Christopher D., et al. "Tracking dual tasks and failures of attention in supervisory control." Human factors 46.3 (2004): 433-449.

Wickens, Christopher D., et al. "Attentional limitations in dual-task performance." Attention 9 (2001): 76-104.

Wickens, Christopher D., and Justin D. Hollands. "Engineering psychology and human performance." (2000).

Wickens, Christopher D., et al. "Event-related brain potential measures of workload in a simulated flight-control task." Human factors 45.3 (2003): 470-483.

Wickens, Christopher D., et al. "Tracking dual tasks and failures of attention in supervisory control." Human factors 46.3 (2004): 433-449.

Wickens, Christopher D., et al. "Event-related brain potential measures of workload in a multiattribute task." Human Factors: The Journal of the Human Factors and Ergonomics Society 42.2 (2000): 183-201.

Salvucci, Dario D., and Niels A. Taatgen. "The multitasking mind." Oxford University Press, 2010.

Wickens, Christopher D., et al. "Attentional tunneling and task management in synthetic vision displays for control of unmanned aerial vehicles." Human factors 51.3 (2009): 316-327.

Downloads

Published

2022-04-15

How to Cite

[1]
Dr. Nisha Singh, “Cognitive Load Modeling for Human-Computer Interaction in Autonomous Vehicle Interfaces: Models cognitive load to optimize human-computer interaction in interfaces within autonomous vehicles”, J. of Artificial Int. Research and App., vol. 2, no. 1, pp. 1–10, Apr. 2022, Accessed: Jul. 01, 2024. [Online]. Available: https://aimlstudies.co.uk/index.php/jaira/article/view/59

Similar Articles

1-10 of 53

You may also start an advanced similarity search for this article.