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MiNDesign: Toward a Modeling, Simulation and Evaluation Platform for Human Cognitive Performance

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Advances in Simulation and Digital Human Modeling (AHFE 2020)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1206))

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Abstract

MiNDesign – an alternative way of human cognitive performance evaluation method is proposed and implemented in this paper. Firstly, the roadmap and whole framework of this solution are illustrated. Then, a cognitive architecture is setup as the basis of cognitive modeling for human behavior of this platform, and functions of each component and its key point are discussed. As an example, cognitive modeling and model-based cognitive performance evaluation for numeric keypad layout operating task are conducted. The results show that the way proposed in this paper is effective, objective and accurate than traditional rating scales and physiological measurement methods, and which has obvious advantages for human performance evaluation.

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Acknowledgments

This work is supported by the Fusion Development Foundation of China Fusion Co. Ltd., the CCiS Institute of Zhejiang Sci-Tech University and Natural Science Foundation of Zhejiang Provincial (No. LY12C09005).

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Correspondence to Zhen Liao .

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Tian, Z. et al. (2021). MiNDesign: Toward a Modeling, Simulation and Evaluation Platform for Human Cognitive Performance. In: Cassenti, D., Scataglini, S., Rajulu, S., Wright, J. (eds) Advances in Simulation and Digital Human Modeling. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1206. Springer, Cham. https://doi.org/10.1007/978-3-030-51064-0_25

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