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Establishing an lifelong learning environment using IOT and learning analytics

机译:使用物联网和学习分析建立终身学习环境

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With the trend of the development of global knowledge economy and lifelong learning society, the competition of lifelong learning market becomes increasingly keen. Lifelong learning units need to understand whether the courses they provide are appropriate and their students' learning effectiveness just as advertisers need to understand the market and customers. In this context, learning analytics is extremely important. Traditionally, it used the data of questionnaire after the courses to perform analysis and evaluation, however, the questionnaire survey usually was conducted at the end of the semester, and therefore the immediateness is lower and teachers couldn't adjust the content of the course and learning strategies based on their students' needs immediately. Some researchers used the data collected by LMS to conduct real-time learning analytics, nevertheless, students perform learning not just in classes, they do it when they go to libraries to borrow books, use classrooms to discuss the courses, and utilize Mobile Devices to download data and join in seminar...etc. Therefore, this study tried to combine internet of things (IOT) and the techniques of learning analytics to record and conduct the analysis of students' learning process and further enable them and schools to obtain feedbacks that they need and establish an effective lifelong learning environment.
机译:随着全球知识经济和终身学习社会的发展趋势,终身学习市场的竞争日益激烈。终身学习单位需要了解他们提供的课程是否合适以及学生的学习效果,就像广告商需要了解市场和客户一样。在这种情况下,学习分析非常重要。传统上,它使用课程后的问卷数据进行分析和评估,但是,问卷调查通常是在学期末进行的,因此直接性较低,教师无法调整课程的内容。立即根据学生的需求制定学习策略。一些研究人员使用LMS收集的数据进行实时学习分析,但是,学生不仅可以在课堂上学习,而且可以在去图书馆借书,使用教室讨论课程以及利用移动设备来学习时进行学习。下载数据并参加研讨会...等。因此,本研究尝试将物联网(IOT)与学习分析技术相结合,记录并进行学生学习过程的分析,以进一步使他们和学校获得他们所需的反馈,并建立有效的终身学习环境。

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