对决策支持的信任:眼球追踪是一种持续的测量

Jack Marzullo, Ali Farahani, Mary Fendley
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引用次数: 0

摘要

开发决策辅助工具以减轻操作员与复杂自动化系统交互时的认知负荷;然而,在设计过程中往往忽略了关键的人为因素。寻找自动化辅助和操作员信任的适当平衡对于实现人机交互的最佳输出至关重要。建立一个一致的信任度量标准将增强自动化决策支持的功能设计,特别是当眼动追踪的使用为实时测量的使用开辟了领域。本研究任务参与者在决策辅助系统的协助下,在骨缺损模型图像中进行测量。该研究测试了眼动追踪数据与参与者信任调查答案之间的相关性。结果没有显示显著的相关性;决策辅助的注视时间和注视次数随着决策辅助可靠性的降低而增加。这些结果支持眼动追踪作为实时、持续测量人类对自动化的信任的潜力。
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Trust in decision support: eye-tracking as a continuous measurement
Decision aids are developed to ease cognitive load on operators interacting with complex automated systems; however, critical human components are often ignored during design. Finding an appropriate balance of automated assistance and operator trust is paramount in achieving optimal output from the human-automation interaction. Establishing a consistent metric of trust measurement will enhance the functional design of automated decision support, especially as the use of eye tracking opens the field to the use of real-time measurements. This study tasks participants to make measurements, assisted by a decision aid system, within a bone defect model image. The study tests for correlation between eye tracking data and participant trust survey answers. Results do not indicate a significant correlation; however, fixation duration and fixation count on decision aids rise as decision aid reliability decreases. These results support eye tracking's potential as a real-time, continuous measurement of human trust in automation.
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来源期刊
International Journal of Human Factors and Ergonomics
International Journal of Human Factors and Ergonomics Social Sciences-Human Factors and Ergonomics
CiteScore
1.10
自引率
0.00%
发文量
21
期刊介绍: IJHFE publishes high quality international interdisciplinary peer-reviewed manuscripts covering ergonomics and human factors in the design, planning, development and management of technical and social systems for work or leisure, including technical systems, equipment, products and the organisation of work. Topics covered include Environmental and physical ergonomics Human-machine systems design/tool/equipment design Eliciting human requirements on technology Usability/comfort/pleasure/cognitive engineering of human-technology interfaces Anthropometrics/design for people with disabilities Design of critical systems/equipment for extreme environments Human performance measurement and modelling Humans in transportation systems/technologically complex systems Cognitive ergonomics, information processing, information/multimedia design, expert systems Acceptability and effectiveness of technology change Training design, organisational design and psychosocial factors Management of the complex participation of people in their environment Human-centred/goal-driven design of technical/organisational systems. Topics covered include: -Environmental and physical ergonomics -Human-machine systems design/tool/equipment design -Eliciting human requirements on technology -Usability/comfort/pleasure/cognitive engineering of human-technology interfaces -Anthropometrics/design for people with disabilities -Design of critical systems/equipment for extreme environments -Human performance measurement and modelling -Humans in transportation systems/technologically complex systems -Cognitive ergonomics, information processing, information/multimedia design, expert systems -Acceptability and effectiveness of technology change -Training design, organisational design and psychosocial factors -Management of the complex participation of people in their environment -Human-centred/goal-driven design of technical/organisational systems
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