Learning Analytics and Educational Data Mining
نویسنده
چکیده
The following link provides a well-referenced introduction to learning analytics, a relatively new field of data collection for educational purposes. The site offers definitions of terms, history, methods, uses, software, ethical issues, and resources. https://en.wikipedia.org/wiki/Learning_analytics [1] The link below provides information on educational data mining, including such topics as users and stakeholders, costs and challenges, and criticisms. https://en.wikipedia.org/wiki/Educational_data_mining [2]
منابع مشابه
Ontology Learning to Analyze Research Trends in Learning Analytics Publications
In this paper, we show how ontology learning tools can be used to reveal (i) the central research topics that are tackled in the published literature on learning analytics and educational data mining; and (ii)relationships between these research topics and iii) (dis)similarities between learning analytics and educational data mining.
متن کاملThe Open University ’ s repository of research publications and other research outputs Learning analytics : drivers , developments and chal
Learning analytics is a significant area of technology-enhanced learning that has emerged during the last decade. This review of the field begins with an examination of the technological, educational and political factors that have driven the development of analytics in educational settings. It goes on to chart the emergence of learning analytics, including their origins in the 20th century, th...
متن کاملLearning analytics: drivers, developments and challenges
Learning analytics is a significant area of technology-enhanced learning that has emerged during the last decade. This review of the field begins with an examination of the technological, educational and political factors that have driven the development of analytics in educational settings. It goes on to chart the emergence of learning analytics, including their origins in the 20th century, th...
متن کاملLEA's BOX: Practical Competence-oriented Learning Analytics and Open Learner Modeling
Big Data and data technologies increasingly find their way into school education. Learning Analytics and Educational Data Mining are focal research areas. However, technical solutions often fail to meet the practical requirements of teachers or to really mirror human learning processes. The LEA’s BOX project aims at developing a practical web platform that hosts tools for a theory-based approac...
متن کاملTheory-driven Learning Analytics and Open Learner Modelling: The Teacher's Toolbox of Tomorrow?
Big Data and data technologies increasingly find their way into school education. Learning Analytics and Educational Data Mining are focal research areas. However, technical solutions often fail to meet the practical requirements of teachers or to really mirror human learning processes. The LEA’s BOX project aims at developing a practical web platform that hosts tools for a theory-based approac...
متن کاملLearning Analytics and Educational Data Mining
The following link provides a well-referenced introduction to learning analytics, a relatively new field of data collection for educational purposes. The site offers definitions of terms, history, methods, uses, software, ethical issues, and resources. https://en.wikipedia.org/wiki/Learning_analytics [1] The link below provides information on educational data mining, including such topics as us...
متن کامل