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A Color Sensing AR-Based Interactive Learning System for Kids

机译:一种基于色彩感应的AR儿童互动学习系统

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摘要

In the last decade, there has been a rapid growth in applying Augmented Reality (AR) and Internet of Things (IoT) as emerging technologies in linking physical and virtual objects for educational purposes. Realizing the complex concepts in a way that learner be able to interact with, will not only elevate the learning passion, but also has a significant positive role on learning performance and student's engagement. According to the aforementioned points, in this paper, we propose a color sensing AR-Based interactive learning system for kids which helps them to scan and explore the colors and learn their corresponding words in Spanish language. Our aim is to explore the role of such an AR-IoT-based system on students' learning performance. To do this, an embedded system including a color sensor and a raspberry pi board was implemented and provided for the kids. By placing the sensor on the specially designed colored book, the light's color frequency is measured and RGB code is sent over the cloud using MQTT protocol. On the web application side, color data is fetched from the cloud server and learners will be provided with a real-time feedback with the corresponding animations and multimedia content that teaches colors in Spanish language. Students' learning performance was assessed using paired t-test based upon the results of their pre-test and post-test, before and after interacting with the system. The successful experimental results were achieved proving the effectiveness of the system on learning performance.
机译:在过去的十年中,将增强现实(AR)和物联网(IoT)作为新兴技术用于教育目的而将物理和虚拟对象链接在一起的发展迅速。以学习者能够与之互动的方式来实现复杂的概念,不仅会增强学习热情,而且对学习成绩和学生的参与度也具有重要的积极作用。根据上述要点,本文提出了一种面向儿童的基于色彩感应的基于AR的交互式学习系统,该系统可帮助他们扫描和探索颜色并学习其西班牙语对应的单词。我们的目的是探索这种基于AR-IoT的系统对学生学习成绩的作用。为此,已实现并为孩子们提供了一个嵌入式系统,该系统包括颜色传感器和覆盆子pi板。通过将传感器放在专门设计的彩色书上,可以测量光的色频,并使用MQTT协议通过云发送RGB代码。在Web应用程序方面,将从云服务器中获取颜色数据,并将为学习者提供实时反馈以及相应的动画和多媒体内容,这些内容将以西班牙语进行教学。在与系统交互之前和之后,根据他们的测试前和测试后的结果,使用配对t检验对学生的学习成绩进行评估。获得了成功的实验结果,证明了该系统对学习成绩的有效性。

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