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Using brain imaging to explore interactivity and cognition in multimedia learning environments

机译:使用大脑成像探索多媒体学习环境中的互动性和认知

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Recent educational models of computer-based interactivity stress the important role of a learner's cognition. It has been suggested that interactive learning tasks carried out in the context of an authentic, problem-based scenario will result in deeper elaborative cognitive processing leading to greater conceptual understanding of the material presented. Research methods that have been used to investigate cognition and learning have traditionally included self-report questionnaires, focus groups, interviews and think-aloud protocols and, more recently in computer-based settings, interaction log file or 'audit trail' analysis. While all of these techniques help researchers understand students' learning processes, all are limited in that they rely either on self-report or behavioural information to speculate about the cognitive activity of users. The use of functional brain imaging techniques has the potential to address this limitation. Drawing on issues encountered during a recent study using Functional Magnetic Resonance Imaging (fMRI), this paper discusses the methodological issues involved in the use of these techniques for exploring interactivity and cognition. Initial results comparing brain activation when exploring an interactive simulation with brain activation when using an equivalent tutorial program, for a single participant, are presented in order to provide information about the feasibility of the proposed methodological approach.
机译:基于计算机的交互性的最新教育模型强调了学习者认知的重要作用。有人提出,在真实的,基于问题的情况下进行的交互式学习任务将导致更深入的阐述性认知处理,从而导致对所呈现材料的更多概念性理解。传统上,用于调查认知和学习的研究方法包括自我报告调查表,焦点小组,访谈和思考方式协议,最近在基于计算机的设置中,包括交互日志文件或“审计线索”分析。尽管所有这些技术都可以帮助研究人员了解学生的学习过程,但它们都受到限制,因为他们依靠自我报告或行为信息来推测用户的认知活动。功能性脑成像技术的使用有可能解决这一局限性。利用最近在使用功能磁共振成像(fMRI)的研究中遇到的问题,本文讨论了使用这些技术探索交互性和认知时涉及的方法论问题。提出了针对单个参与者比较探索交互式仿真时的脑部激活与使用等效教程程序时的脑部激活的初步结果,以提供有关所提出的方法论方法的可行性的信息。

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