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Smart Interactive Education System Based on Wearable Devices

机译:基于可穿戴设备的智能互动教育系统

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摘要

Due to the popularity of smart devices, traditional one-way teaching methods might not deeply attract school students’ attention, especially for the junior high school students, elementary school students, or even younger students, which is a critical issue for educators. Therefore, we develop an intelligent interactive education system, which leverages wearable devices (smart watches) to accurately capture hand gestures of school students and respond instantly to teachers so as to increase the interaction and attraction of school students in class. In addition, through multiple physical information of school students from the smart watch, it can find out the crux points of the learning process according to the deep data analysis. In this way, it can provide teachers to make instant adjustments and suggest school students to achieve multi-learning and innovative thinking. The system is mainly composed of three components: (1) smart interactive watch; (2) teacher-side smart application (App); and (3) cloud-based analysis system. Specifically, the smart interactive watch is responsible for detecting the physical information and interaction results of school students, and then giving feedback to the teachers. The teacher-side app will provide real-time learning suggestions to adjust the teaching pace to avoid learning disability. The cloud-based analysis system provides intelligent learning advices, academic performance prediction and anomaly learning detection. Through field trials, our system has been verified that can potentially enhance teaching and learning processes for both educators and school students.
机译:由于智能设备的普及,传统的单向教学方法可能无法深深地吸引学校学生的注意力,尤其是对于初中生,小学学生甚至更年轻的学生而言,这是教育者的关键问题。因此,我们开发了一种智能的互动式教育系统,该系统利用可穿戴设备(智能手表)来准确捕捉学校学生的手势并立即对老师做出反应,从而增加学校学生在课堂上的互动性和吸引力。此外,通过对智能手表中在校学生的多种身体信息,可以通过深入的数据分析找出学习过程的症结所在。通过这种方式,它可以为教师提供即时的调整,并建议在校学生实现多元学习和创新思维。该系统主要由三部分组成:(1)智能互动手表; (2)教师端智能应用程序(App); (3)基于云的分析系统。具体而言,智能互动手表负责检测学生的身体信息和互动结果,然后向老师反馈。教师端应用程序将提供实时学习建议,以调整教学进度,避免学习障碍。基于云的分析系统可提供智能的学习建议,学业成绩预测和异常学习检测。通过现场试验,我们的系统已经过验证,可以潜在地增强教育者和在校学生的教学过程。

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