標題: Smart Interactive Education System Based on Wearable Devices
作者: Liang, Jia-Ming
Su, Wei-Cheng
Chen, Yu-Lin
Wu, Shih-Lin
Chen, Jen-Jee
交大名義發表
National Chiao Tung University
關鍵字: intelligent interactivity;instant feedback;wearable device;data analysis;learning concentration;education system
公開日期: 1-八月-2019
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.
URI: http://dx.doi.org/10.3390/s19153260
http://hdl.handle.net/11536/152836
DOI: 10.3390/s19153260
期刊: SENSORS
Volume: 19
Issue: 15
起始頁: 0
結束頁: 0
顯示於類別:期刊論文