基于AHP和GRT的人机界面性能评价

2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) Pub Date : 2022-09-13 DOI:10.1109/IICAIET55139.2022.9936844

Jianbang Liu, M. Ang, J. Chaw, K. Ng

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引用次数: 1

摘要

针对图形用户界面人机评价系统多因素、多层次的特点，分析了影响人机交互性能的主要因素。基于层次分析法(AHP)和灰色关联理论(GRT)模型，建立了GUI人机交互(HMI)性能评价体系。此外，我们对四种交互产品(台式电脑、智能冰箱、智能汽车和休闲机)进行了实际的HMI实验，验证了性能评估体系的有效性。通过计算验证了评价模型的应用价值。综上所述，本研究可以为设计人员科学评价交互产品的人机性能提供参考，帮助他们设计出具有更高交互效率的人性化交互产品。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Performance Evaluation of HMI based on AHP and GRT for GUI

With consideration to the multi-factor and multi-level characteristics of the human-machine evaluation system for graphical user interface (GUI), the main factors affecting the interactive performance are analyzed. The evaluation system was established to evaluate the performance of human-machine interaction (HMI) for the GUI based on the analytic hierarchy process (AHP) and grey relational theory (GRT) model. Furthermore, we conducted an actual HMI experiment for four interactive products (desktop computer, intelligent refrigerator, smart car, and recreational machine) to verify the validation of the performance evaluation system. The application value of the evaluation model is demonstrated through the calculation. In conclusion, this study can provide a reference to designers for the scientific evaluation of human-machine performance of interactive products, which will help them design user-friendly interactive products with higher interaction efficiency.

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来源期刊

2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)

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