People learn whenever and wherever possible, and whatever they like or encounter--Mathematics, Drama, Art, Languages, Physics, Philosophy, and so on. With the bursting of knowledge, evaluation of one's understanding of conceptual knowledge becomes increasingly difficult. There are a lot of demands for evaluating one's understanding of a piece of knowledge, e.g., facilitating personalized recommendations; discovering one's expertises and deficiencies in a field; recommending topics for a conversation between people with different educational or cultural backgrounds in their first encounter; recommending a learning material to practice a meaningful learning etc. Assessment of understanding of knowledge is conventionally practiced through tests or interviews, but they have some limitations such as low-efficiency and in-comprehensive. We propose a method to estimate one's understanding of conceptual knowledge, by keeping track of his/her learning activities. It overcomes some limitations of traditional methods, hence complements traditional methods.
翻译:随着知识的破灭,人们越来越难以评价一个人对概念知识的理解。评估一个人对某种知识的理解有许多要求,例如,便利个人化的建议;发现一个人在某一领域的专长和不足;建议不同教育或文化背景的人在第一次见面时进行对话的主题;建议进行有意义的学习的学习材料等。通过测试或访谈来评估对知识的理解是传统的,但是他们有一些局限性,例如低效率和不全面。我们建议一种方法,通过跟踪一个人的学习活动来估计他/她对概念知识的理解。它克服了传统方法的一些局限性,从而补充了传统方法。