Open Access
Behavior Data Collection in Collaborative Virtual Learning Environments.
Tianqi Wu,Juanqiong Gou,Wenxin Mu,Zhe Wang +3 more
- 01 Jan 2021
pp 199-211
About: The article was published on 01 Jan 2021. and is currently open access. The article focuses on the topics: Virtual learning environment & Data collection.
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References
Educational Data Mining: A Review of the State of the Art
Cristóbal Romero,Sebastián Ventura +1 more
- 01 Nov 2010
TL;DR: The most relevant studies carried out in educational data mining to date are surveyed and the different groups of user, types of educational environments, and the data they provide are described.
Educational data mining: A survey from 1995 to 2005
TL;DR: This paper surveys the application of data mining to traditional educational systems, particular web- based courses, well-known learning content management systems, and adaptive and intelligent web-based educational systems.
1.6K
Educational data mining and learning analytics: An updated survey
TL;DR: The current state of the art in data mining in education is provided by reviewing the main publications, the key milestones, the knowledge discovery cycle, the main educational environments, the specific tools, the free available datasets, the most used methods, themain objectives, and the future trends in this research area.
702
•Journal Article
Learning Analytics and Educational Data Mining in Practice: A Systematic Literature Review of Empirical Evidence.
TL;DR: An overview of empirical evidence behind key objectives of the potential adoption of LA/EDM in generic educational strategic planning is presented and thoughts on possible uncharted key questions to investigate are set.
Educational data mining and learning analytics for 21st century higher education: A review and synthesis
TL;DR: Applying EDM and LA in higher education can be useful in developing a student-focused strategy and providing the required tools that institutions will be able to use for the purposes of continuous improvement.
496