Human-Automation Teaming: Lessons Learned and Future Directions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 10905 LNCS, Issue , 2018, Pages 479-493

  Battiste, Vernol ^a   Lachter, Joel ^b   Brandt, Summer ^a   Alvarez, Armando ^c   Strybel, Thomas Z ^c   Vu, Kim Phuong L ^c  

^a SAN JOSE STATE UNIVERSITY   (United States)

^b NASA AMES RESEARCH CENTER   (United States)

^c CALIFORNIA STATE UNIVERSITY   (United States)

Author keywords

Autonomous systems; Human autonomy teaming

Indexed keywords

FLIGHT SIMULATORS; TRANSPARENCY;

AUTOMATED FUNCTIONS; AUTOMATED SYSTEMS; AUTONOMOUS SYSTEMS; BI-DIRECTIONAL COMMUNICATION; ELECTRONIC FLIGHT BAG; HUMAN-AUTONOMY TEAMING; SYSTEM DEVELOPERS; TRANSPORT OPERATIONS;

AUTOMATION;

EID: 85050409966     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-92046-7_40     Document Type: Conference Paper

References (22)

1. Dictionary.com. http://www.dictionary.com/browse/autonomous. Accessed 21 Feb 2018
2. ODI Resume Report from NHTSA Office of Defects Investigation on Investigation PE 16-007 concerning Tesla automatic vehicle control systems. (See ODI report PE 16-007) (2017)
3. National Transportation Safety Board Collision Between a Car Operating With Automated Vehicle Control Systems and a Tractor-Semitrailer Truck Near Williston, Florida, 7 May 2016. Highway Accident Report NTSB/HAR-17/02, Washington, D.C. (2017)
4. Comerford, D., Brandt, S.L., Lachter, J, Wu, S.C., Mogford, R., Battiste, V., Johnson, W.W.: NASA’s Single Pilot Operations Technical Interchange Meeting: Proceedings and Findings. NASA-CP-2013-216513. NASA Ames Research Center, Moffett Field (2012)
5. Lachter, J., Brandt, S.L., Battiste, V., Matessa, M., Johnson, W.W.: Enhanced ground support: lessons from work on reduced crew operations. Cogn. Technol. Work 19(2–3), 279–288 (2017)
6. Lachter, J., Battiste, V., Matessa, M., Dao, Q.V., Koteskey, R., Johnson, W.W.: Toward single pilot operations: the impact of the loss of non-verbal communication on the flight deck. In: Proceedings of the International Conference on Human–Computer Interaction in Aerospace, HCI-Aero 2014, Santa Clara, California, 30 July–01 August 2014. ACM, New York (2014a). Article No. 29
7. Lachter, J., Brandt, S.L., Battiste, V., Ligda, S., Matessa, M., Johnson, W.W.: Toward single pilot operations: developing a ground station. In: Proceedings of the International Conference on Human–Computer Interaction in Aerospace, HCIAero 2014, Santa Clara, California, 30 July–01 August 2014. ACM, New York (2014b). Article No. 19
8. Meuleau, N., Plaunt, C., Smith, D., Smith, C.: Emergency landing planner for damaged aircraft. In: Proceedings of the 21st Innovative Applications of Artificial Intelligence Conference, pp. 114–121 (2009)
9. Meuleau, N., Neukom, C., Plaunt, C., Smith, D., Smith, T.: The emergency landing planner experiment. In: Scheduling and Planning Applications Workshop (SPARK), ICAPS-2011 (2011)
10. Ligda, S.V., Fischer, U., Mosier, K., Matessa, M., Battiste, V., Johnson, W.W.: Effectiveness of advanced collaboration tools on crew communication in reduced crew operations. In: Harris, D. (ed.) EPCE 2015. LNCS (LNAI), vol. 9174, pp. 416–427. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-20373-7_40
11. Brandt, S.L., Lachter, J., Battiste, V., Johnson, W.: Pilot situation awareness and its implications for single pilot operations: analysis of a human-in-the-loop study. Procedia Manuf. 3, 3017–3024 (2015)
12. Lyons, J.B., Sadler, G.G., Koltai, K., Battiste, H., Ho, N.T., Hoffmann, L.C., Smith, D., Johnson, W., Shively, R.: Shaping trust through transparent design: theoretical and experimental guidelines. In: Proceedings of the 7th Annual International Conference on Applied Human Factors and Ergonomics, Orlando, Florida (2016)
13. Sadler, G., Battiste, H., Johnson, W., Ho, N., Lyons, J., Hoffmann, L., Smith, D., Shively, R.: Effects of transparency on pilot trust and acceptance in the autonomous constraints flight planner. In: Proceedings of the 35th Annual Digital Avionics Systems Conference, Sacramento, California (2016)
14. Chen, J.Y.C., Barnes, M.J.: Supervisory control of multiple robots in dynamic tasking environments. Ergonomics 55(9), 1043–1058 (2012)
15. Miller, C.A., Parasuraman, R.: Designing for flexible interaction between humans and automation. Hum. Factors 49, 57–75 (2007)
16. Shively, R.J., Lachter, J., Brandt, S.L., Matessa, M., Battiste, V., Johnson, W.W.: Why human-autonomy teaming? In: Baldwin, C. (ed.) AHFE 2017. AISC, vol. 586, pp. 3–11. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-60642-2_1
17. Endsley, M.R., Kiris, E.: The out-of-the-loop performance problem and levels of control in automation. Hum. Factors 37, 381–394 (1995)
18. Mindell, D.: Digital Apollo: Human and Machine in Spaceflight. MIT Press, Cambridge (2008)
19. Brandt, S.L., Lachter, J., Russell, R., Shively, R.J.: A human-autonomy teaming approach for a flight-following task. In: Baldwin, C. (ed.) AHFE 2017. AISC, vol. 586, pp. 12–22. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-60642-2_2
20. Lewis, M., Wang, H., Chien, S., Velagapudi, P., Scerri, P., Sycara, K.: Choosing autonomy modes for multirobot search. Hum. Factors 52, 225–233 (2010)
21. Xu, Y., Dai, T., Sycara, K., Lewis, M.: A mechanism design model to enhance performance in human-multirobot teams. In: Proceedings of the Annual Human Agent Robot Teamwork Workshop, Boston, MA, 5 March 2012
22. Strybel, T.Z., et al.: Measuring the effectiveness of human autonomy teaming. In: Baldwin, C. (ed.) AHFE 2017. AISC, vol. 586, pp. 23–33. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-60642-2_3