智慧课堂实现方案的系统设计--以统计学与机器学习领域为例

System Design of Wisdom Classroom Implementation Scheme:Taking Statistics and Machine Learning as Examples

智慧课堂已成为"智能+"时代教学模式变革的重要环节,而缺乏具有一般性的实现思路及流程是亟待解决的重难点之一。文章全面梳理了以智慧课堂为主题的大量前期研究成果,采用趋势拟合、词云展示进行数据分析和可视化呈现;同时结合多情境状态下的实践现状,探索了智慧课堂兼顾理论与实践层面的界定。针对传统研究与实践中的较大缺憾,文章提出并阐释了系统的智慧课堂实现方案。具体地,以统计学和机器学习领域的知识为例,提出了"统计智能"学习平台的设计流程。此方案的设计思路可以"平行"迁移到其它领域知识和技术的智慧课堂实践。

Wisdom Classroom has played a vital role in the reform of teaching mode in the era of "intelligence +", and lack of general implementation ideas and processes is one of the most paramount and difficult problems to be solved. In this paper, a large number of early research results on the topic of wisdom classroom are comprehensively sorted out, and data analysis and visual presentation are carried out by means of trend fitting, and word cloud display. At the same time, by giving consideration to both theory and practice, the definition of wisdom classroom is explored in combination with the practice situation under multiple situations. In view of the major shortcomings in traditional research and practice, this paper puts forward and explains the systematic implementation scheme of wisdom classroom. Specifically, taking the knowledge of statistics and machine learning as examples, the design process of "Statistical Intelligence" learning platform is proposed. The design idea of this scheme can be took advantage of in the practice of wisdom classroom in other fields’ knowledge and technology similarly.