情感在个性化教育系统设计中的作用

Zacharias Lekkas, N. Tsianos, Panagiotis Germanakos, C. Mourlas, G. Samaras
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引用次数: 15

摘要

在过去的几年里,对情感建模和基于情感因素的界面适应的研究已经相当成熟,因此教育产品的设计师现在正在考虑将影响因素纳入其中。情绪被认为通过调节许多认知和生理活动,在指导和调节行为方面发挥着核心作用。本文介绍了自适应超媒体领域的一个新模型,该模型集成了认知和情感参数,并尝试将它们应用于基于网络的学习环境。我们的目的是提高学习表现,最重要的是,根据用户的需求和偏好个性化网络内容,消除传统方法中出现的已知困难。这篇特别的文章强调了我们模型的情感方面,因为它展示了我们通过构建一个解决情感问题的理论,并在网络学习环境中可行,来测量和包含情感处理参数的努力的结果。
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The Role of Emotions in the Design of Personalized Educational Systems
Research on modelling affect and on interfaces adaptation based on affective factors has matured considerably over the past several years, so that designers of educational products are now considering the inclusion of components that take affect into account. Emotions are considered to play a central role in guiding and regulating behaviour by modulating numerous cognitive and physiological activities. This paper introduces a new model in the field of adaptive hypermedia, which integrates cognitive and emotional parameters and attempts to apply them on a web-based learning environment. Our purpose is to improve learning performance and, most importantly, to personalize web-content to userspsila needs and preferences, eradicating known difficulties that occur in traditional approaches. The specific article emphasizes on the emotional aspect of our model, since it presents results of our efforts to measure and include emotional processing parameters, by constructing a theory that addresses emotion and is feasible in Web-learning environments.
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