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自适应人机接口是智能计算机领域需要研究的关键问题之一．从人机工程学的角度，对人的因素进行了分析，提出了应当关注的若干因素，并把用户类型作了新手划分．探讨了用户模型建模方法，把用户模型划分为用户的知识模型和行为模型两种，并用模糊数学方法研究了更为复杂的知识模型，提出了综合判据法、规则合成法和层次相关法，分析了各自特点．对自适应人机接口研究所面临的众多问题的解决提供了新的方法和工具．
Adaptive human-machine interface is one of the key issues to be studied in the field of intelligent computer. From the perspective of ergonomics, the paper analyzes the human factors, puts forward some factors that should be paid attention to, and divides the types of users into novices. The modeling method of user model is discussed. The user model is divided into two kinds of user knowledge model and behavior model, and the more complex knowledge model is studied by fuzzy mathematics method. The comprehensive criteria method, rules synthesis method and hierarchy correlation method , Analyzed their own characteristics. It provides new methods and tools for solving many problems faced by adaptive man-machine interface research.