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CLASSROOM TEACHING COGNITIVE LOAD MEASURING SYSTEM

机译:课堂教学认知负荷测量系统

摘要

The present invention relates to the education informatization field, and provides a classroom cognitive load measuring system, comprising: a task completion degree feature collection module, configured to record a question answering response duration and question answering accuracy of a student when completing a task; a cognitive load self-rating collection module, configured to quantitatively analyze psychological effort degree and task subjective difficulty of the student; an expression and attention feature collection module, configured to collect a classroom performance video of the student and count a smiling duration and a fixation duration of the student according to a video analysis resu a feature fusion module, configured to fuse the six indexes into a feature vector; and a cognitive load determining module, configured to send the feature vector into a classifier to identify a classroom cognitive load level of the student. By means of the present invention, a cognitive load of the student in a classroom can be objectively, quickly, and accurately rated, thereby helping a teacher to improve organization and presentation modes of learning materials, reducing external cognitive loads caused thereby, and improving the teaching effect.
机译:本发明涉及教育信息化领域,提供了一种教室认知负荷测量系统,包括:任务完成度特征收集模块,用于记录任务完成时学生的答题反应持续时间和答题准确性;认知负荷自评收集模块,用于定量分析学生的心理努力程度和任务主观难度;表情和注意力特征收集模块,用于收集学生的课堂表演视频,并根据视频分析结果统计学生的微笑时间和凝视时间;特征融合模块,用于将六个索引融合为特征向量;认知负荷确定模块,用于将特征向量发送到分类器中,以识别学生的课堂认知负荷水平。通过本发明,可以客观,快速,准确地评价教室中学生的认知负荷,从而帮助教师改善学习材料的组织和呈现方式,减轻由此引起的外部认知负荷,并提高教师的认知能力。教学效果。

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