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- W2955661503 abstract "This study focuses on the transparent design of a cognitive agent to enhance situation awareness in two aspects of a human-agent teaming application: assisted system management and mixed-initiative mission planning. Adaptive and complex agent behavior might result in the failure to comprehend resulting interventions, a decrease in trust, and a loss of overall situation awareness. This study describes and validates a concept for transparent agent design by adopting the transparency strategies proposed by the “situation awareness-based agent transparency model.” The overall objective was to improve the human operator's perception, comprehension, and projection of the agent's support. The concept was applied to the prototype of a workload-adaptive cognitive agent, which supports a helicopter crew during mission planning and execution in complex and dynamically changing multi-vehicle missions. A human-in-the-loop experiment revealed enhancements in situation awareness and performance. Subjective trust measures implied an increase in human-like characteristics of the cognitive agent. The results and the potential for further research are discussed." @default.
- W2955661503 created "2019-07-12" @default.
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- W2955661503 date "2020-06-01" @default.
- W2955661503 modified "2023-10-08" @default.
- W2955661503 title "Transparency for a Workload-Adaptive Cognitive Agent in a Manned–Unmanned Teaming Application" @default.
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- W2955661503 doi "https://doi.org/10.1109/thms.2019.2914667" @default.
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