Effects of transparency on pilot trust and agreement in the autonomous constrained flight planner

AIAA/IEEE Digital Avionics Systems Conference - Proceedings

Volumn 2016-December, Issue , 2016, Pages

  Sadler, Garrett ^a   Battiste, Henri ^a   Ho, Nhut ^a   Hoffmann, Lauren ^a   Johnson, Walter ^b   Shively, Robert ^b   Lyons, Joseph ^c   Smith, David ^b  

^a NVH Human Systems Integration LLC   (United States)

^b NASA AMES RESEARCH CENTER   (United States)

^c AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

automated tools; commercial aviation; human machine interface; NASA; trust in automation

Indexed keywords

AIRPORTS; AUTOMATION; AVIONICS; CIVIL AVIATION; DIGITAL AVIONICS; FIGHTER AIRCRAFT; NASA; RATING; RISK PERCEPTION;

AUTOMATED TOOLS; COMMERCIAL TRANSPORT; DESIGN RECOMMENDATIONS; HIGH TRANSPARENCY; HUMAN MACHINE INTERFACE; HUMAN-IN-THE-LOOP; SUBJECTIVE AND OBJECTIVE MEASURES; TRANSPARENCY CONDITIONS;

TRANSPARENCY;

EID: 85009433400     PISSN: 21557195     EISSN: 21557209     Source Type: Conference Proceeding    
DOI: 10.1109/DASC.2016.7777998     Document Type: Conference Paper

References (23)

1. C. R. Rorie, L. Fern, and J. Shively, "The impact of suggestive maneuver guidance on UAS pilot performing the detect and avoid function," in AIAA Infotech @ Aerospace, ed: Amer. Inst. of Aeronatuics and Astronautics, 2016.
2. Nat. Aeronautics and Space Admin. (2015, December 1). Unmanned Aircraft System (UAS) Traffic Management (UTM) [Online]. Available: https://utm.arc.nasa.gov/index.shtml
3. S. V. Ligda, U. Fischer, K. Mosier, M. Matessa, V. Battiste, and W. W. Johnson, "Effectiveness of advanced collaboration tools on crew communication in reduced crew operations," in Eng. Psychology and Cognitive Ergonom.: 12th Int. Conf., Los Angeles, CA, 2015, pp. 416- 427.
4. R. Parasuraman and V. Riley, "Humans and automation: use, misuse, disuse, abuse," Human Factors, vol. 39, pp. 230-253, 1997.
5. J. D. Lee and K. A. See, "Trust in automation: designing for appropriate reliance," Human Factors, vol. 46, pp. 50-80, 2004.
6. J. B. Lyons and C. K. Stokes, "Human-human reliance in the context of automation," Human Factors, vol. 54, pp. 112-121, 2012.
7. J. Y. Chen and M. J. Barnes, "Human-agent teaming for multirobot control: a review of human factors issues," in IEEE Trans. Human- Mach. Syst., vol. 44, no. 1, pp. 13-29, Feb. 2014.
8. J. B. Lyons, "Being transparent about transparency: a model for humanrobot interaction," in 2013 Assoc. for the Advancement of Artificial Intell. Spring Symp., Palo Alto, CA, 2013, pp. 48-53.
9. R. Parasuraman, T. B. Sheridan, and C. D. Wickens, "A model for types and levels of human interaction with automation," in IEEE Trans. Syst. Man Cybern. A, Syst. Humans, vol. 30, no. 3, pp. 286-297, May 2000.
10. J. Y. Chen, K. Procci, M. Boyce, J. Wright, A. Garcia, and M. Barnes, "Situation awareness-based agent transparency," Army Research Lab., Aberdeen, MD, Rep. ARL-TR-6905, Apr. 2014.
11. M. R. Endsley, "Toward a theory of situation awareness in dynamic systems," Human Factors, vol. 37, pp. 32-64, 1995.
12. J. Y. Chen, M. J. Barnes, and M. Harper-Sciarini, "Supervisory control of multiple robots: human-performance issues and user-interface design," in IEEE Trans. Syst. Man Cybern. C, Appl. Rev., vol. 41, no. 4, pp. 435-454, Jul. 2011.
13. K. A. Hoff and M. Bashir, "Trust in automation: integrating empirical evidence on factors that influence trust," Human Factors, vol. 57, pp. 407-434, 2014.
14. B. M. Muir, "Trust between humans and machines, and the design of decision aids," Int. J. Man-Machine Studies, vol. 27, pp. 527-539, 1987.
15. F. M. Verberne, J. Ham, and C. J. Midden, "Trust in smart systems: sharing driving goals and giving information to increase trustworthiness and acceptability of smart systems in cars," Human Factors, vol. 54, pp. 799-810, 2012.
16. T. Helldin, "Transparency for future semi-automated systems: effects of transparency on operator performance, workload and trust," Ph.D. dissertation, Technology, Orebro Univ., Orebro, Sweden, 2014.
17. J. B. Lyons, K. S. Koltai, N. T. Ho, W. Johnson, D. E. Smith, and J. R. Shively, "Engineering trust in complex automated systems," Ergonom. Design, vol. 24, pp. 13-17, 2016.
18. J. B. Lyons, G. G. Sadler, K. Koltai, H. Battiste, N. T. Ho, L. C. Hoffmann, D. Smith, W. Johnson, and R. Shively, "Shaping trust through transparent design: theoretical and experimental guidelines," in Proc. of the Appl. Human Factors and Ergonom. Conf., Orlando, FL, Jul. 2016, in press.
19. J. E. Mercado, M. A. Rupp, J. Y. Chen, M. J. Barnes, D. Barber, and K. Procci, "Intelligent agent transparency in human-agent teaming for multi-UxV," Human Factors, in press.
20. H. Cramer, V. Evers, S. Ramlal, M. van Someren, L. Rutledge, N. Stash, L. Aroyo, and B. Wielinga, "The effects of transparency on trust in and acceptance of a content-based art recommender," User Model User- Adap, Inter., vol. 18, pp. 455-496, 2008.
21. R. Goritzlehner, C. Borst, J. Ellerbroek, C. Westin, M. M. van Paassen, and M. Mulder, "Effects of transparency on the acceptance of automated resolution advisories," in 2014 IEEE Int. Conf. Syst., Man, and Cybern., San Diego, CA, 2014, pp. 2965-2970.
22. N. Meuleau, C. Plaunt, D. Smith, and C. Smith, "Emergency landing planner for damaged aircraft," in Proc. 21st Innovative Applicat. of Artificial Intell. Conf., pp. 114-121, 2009.
23. S. Brandt, J. Lachter, V. Battiste, W. Johnson, "Pilot situation awareness and its implications for single pilot operations: analysis of a human-inthe- loop study," Procedia Manufacturing, vol. 3, pp. 3017-3024, 2015.