User Experience in Immersive VR-Based Serious Game: An Application in Highly Automated Driving Training

Advances in Intelligent Systems and Computing

Volumn 964, Issue , 2020, Pages 133-144

  Ebnali, Mahdi ^a   Kian, Cyrus ^b   Ebnali Heidari, Majid ^c   Mazloumi, Adel ^d  

^a UNIVERSITY AT BUFFALO   (United States)

^b Social Dynamics Laboratory   (United States)

^c SHAHREKORD UNIVERSITY   (Iran)

^d TEHRAN UNIVERSITY OF MEDICAL SCIENCES   (Iran)

Author keywords

Highly automated driving; Immersive training; Mental model; Serious game; Usability; Virtual Reality

Indexed keywords

AUTOMATION; AUTOMOBILE DRIVERS; COGNITIVE SYSTEMS; HUMAN ENGINEERING; USABILITY ENGINEERING; VIRTUAL REALITY;

AUTOMATED DRIVING; AUTOMATED VEHICLES; DRIVER INTERACTION; DRIVING PERFORMANCE; IMMERSIVE; MENTAL MODEL; TIME TO COLLISION; USABILITY;

SERIOUS GAMES;

EID: 85067338497     PISSN: 21945357     EISSN: 21945365     Source Type: Book Series    
DOI: 10.1007/978-3-030-20503-4_12     Document Type: Conference Paper

References (26)

1. Miller, D., et al.: Behavioral measurement of trust in automation: the trust fall. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting. SAGE Publications Sage, Los Angeles (2016)
2. Hergeth, S., et al.: Keep your scanners peeled: gaze behavior as a measure of automation trust during highly automated driving. Hum. Factors 58(3), 509–519 (2016)
3. Beggiato, M., et al.: Learning and development of trust, acceptance and the mental model of ACC. A longitudinal on-road study. Transp. Res. Part F Traffic Psychol. Behav. 35, 75–84 (2015)
4. De Winter, J.C., et al.: Effects of adaptive cruise control and highly automated driving on workload and situation awareness: a review of the empirical evidence. Transp. Res. Part F Traffic Psychol. Behav. 27, 196–217 (2014)
5. Stanton, N.A., Young, M.S.: Driver behaviour with adaptive cruise control. Ergonomics 48 (10), 1294–1313 (2005)
6. Payre, W., et al.: Impact of training and in-vehicle task performance on manual control recovery in an automated car. Transp. Res. Part F Traffic Psychol. Behav. 46, 216–227 (2017)
7. Rudin-Brown, C.M., Parker, H.A.: Behavioural adaptation to adaptive cruise control (ACC): implications for preventive strategies. Transp. Res. Part F Traffic Psychol. Behav. 7(2), 59– 76 (2004)
8. Saffarian, M., de Winter, J.C., Happee, R.: Automated driving: human-factors issues and design solutions. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting. Sage Publications Sage, Los Angeles (2012)
9. Sportillo, D., Paljic, A., Ojeda, L.: Get ready for automated driving using virtual reality. Accid. Anal. Prev. 118, 102–113 (2018)
10. Mettler, T., Pinto, R.: Serious games as a means for scientific knowledge transfer—a case from engineering management education. IEEE Trans. Eng. Manage. 62(2), 256–265 (2015)
11. van der Kuil, M.N., et al.: A usability study of a serious game in cognitive rehabilitation: a compensatory navigation training in acquired brain injury patients. Front. Psychol. 9, 846 (2018)
12. Winn, B.M.: The design, play, and experience framework. In: Handbook of Research on Effective Electronic Gaming in Education, pp. 1010–1024. IGI Global (2009)
13. Hoogendoorn, R., van Arerm, B., Hoogendoom, S.: Automated driving, traffic flow efficiency, and human factors: literature review. Transp. Res. Rec. 2422(1), 113–120 (2014)
14. Goodrich, M.A., Boer, E.R.: Model-based human-centered task automation: a case study in ACC system design. IEEE Trans. Syst. Man Cybern. Part A Syst. Hum. 33(3), 325–336 (2003)
15. Lee, J.D., Hoffman, J.D., Hayes, E.: Collision warning design to mitigate driver distraction. In: Proceedings of the SIGCHI Conference on Human factors in Computing Systems. ACM (2004)
16. Neisser, U., Cognition and Reality: Principles and Implications of Cognitive Psychology. WH Freeman/Times Books/Henry Holt & Co. (1976)
17. Olsen, T., Procci, K., Bowers, C.: Serious games usability testing: how to ensure proper usability, playability, and effectiveness. In: International Conference of Design, User Experience, and Usability. Springer (2011)
18. Tolentino, G.P., et al.: Usability of serious games for health. In: Third International Conference on Games and Virtual Worlds for Serious Applications (VS-GAMES). IEEE (2011)
19. Pinelle, D., Wong, N., Stach, T.: Heuristic evaluation for games: usability principles for video game design. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM (2008)
20. Federoff, M.A.: Heuristics and Usability Guidelines for the Creation and Evaluation of Fun in Video Games. Citeseer (2002)
21. Nielsen, J.: 10 usability heuristics for user interface design. Nielsen Norman Group 1(1) (1995)
22. Chang, C.-C., et al.: Is game-based learning better in flow experience and various types of cognitive load than non-game-based learning? Perspective from multimedia and media richness. Comput. Hum. Behav. 71, 218–227 (2017)
23. Csikszentmihalyi, M.: Flow: The Psychology of Optimal Performance. Harper and Row, New York (1990)
24. SAE: SAE levels of driving automation (2016). https://www.sae.org/standards/content/j3016_201609/
25. Abraham, H., Reimer, B., Mehler, B.: Learning to use in-vehicle technologies: consumer preferences and effects on understanding. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting. SAGE Publications, Los Angeles (2018)
26. Alicandri, E., Roberts, K., Walker, J.: A validation study of the DOT/FHWA highway simulator (HYSIM). Federal Highway Administration (1986)