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ERIC Number: ED578199
Record Type: Non-Journal
Publication Date: 2017
Pages: 144
Abstractor: As Provided
ISBN: 978-0-3551-6054-3
ISSN: EISSN-
EISSN: N/A
An Experimental Design of a Foundational Framework for the Application of Affective Computing to Soaring Flight Simulation and Training
Moon, Shannon
ProQuest LLC, D.C.S. Dissertation, Colorado Technical University
In the absence of tools for intelligent tutoring systems for soaring flight simulation training, this study evaluated a framework foundation to measure pilot performance, affect, and physiological response to training in real-time. Volunteers were asked to perform a series of flight tasks selected from Federal Aviation Administration Practical Test Standards for Commercial and Private Pilot Glider check-rides. These tasks were performed in a glider flight simulator under the direction of a trained pilot observer. Pilot performance was recorded using a glider flight computer, the flight simulator software, and by the observer. Pilot stress was self-reported at predetermined intervals and recorded by the pilot observer. Pilot physiological data were recorded using Empatica E4 sensors, including heart inter-beat intervals, electrodermal activity, and skin temperature. The experiment framework demonstrated relationships between pilot stress, experience level, physiological state, and task performance during the execution of cognitively challenging flight-training tasks. For future work, the framework offers a foundation for an affective simulation platform to measure operator emotion and performance, and adapt training scenarios in real-time, in order to optimize training effectiveness. Finally, the framework demonstrated a mechanism for converting emotional values that are traditionally defined qualitatively into quantitative values. [The dissertation citations contained here are published with the permission of ProQuest LLC. Further reproduction is prohibited without permission. Copies of dissertations may be obtained by Telephone (800) 1-800-521-0600. Web page: http://bibliotheek.ehb.be:2222/en-US/products/dissertations/individuals.shtml.]
ProQuest LLC. 789 East Eisenhower Parkway, P.O. Box 1346, Ann Arbor, MI 48106. Tel: 800-521-0600; Web site: http://bibliotheek.ehb.be:2222/en-US/products/dissertations/individuals.shtml
Publication Type: Dissertations/Theses - Doctoral Dissertations
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A