大数据环境下教学过程数据数字化研究

Research on Data Digitalization of Teaching Process in Big Data Environment

随着社会各领域信息化程度的提高,教育信息化技术也得到了快速发展。在教学内容数字化蓬勃发展的同时,需要提高教学过程数据数字化的普及程度与应用规模。通过大数据技术在教学过程数据采集、存储与挖掘中的应用,提高教学质量,发展个性化教学,使教学效果评价更加精细化与科学化,从而为教学决策提供数据支撑。综合运用分布式文件存储、关系型数据存储与异构数据存储技术,实现教学过程微观数据的高效存储。

With the development of informationization in all fields of society,education informationization has also made rapid development.While the digitization of teaching content is flourishing,it is necessary to promote the popularization and application scale of data digitization in teaching process.Through the application of big data technology in data acquisition,storage and mining in teaching process,we can improve teaching quality,develop individualized teaching,make teaching effect evaluation more refined and scientific,and provide data support for teaching decision-making.Distributed file storage system,relational data storage technology and heterogeneous data storage technology are integrated to realize the efficient storage of microscopic data in teaching process.