How Can Educational Data Mining and Learning Analytics Improve and Personalize Education?


Data Mining Learning Analytics Improves and Personalizes EducationAs more learning happens online, more data is generated and this data can teach us about learner's behavior which can improve and personalize education .

According to NMC Horizon Higher Education Report 2013 , in the second adoption horizon, two to three years out, we expect to see widespread adoptions of two technologies that are experiencing growing interest within higher education: games and gamification, and the further refinement of learning analytics.

And when we talk of analytics, a must input is data hence educational data mining will be a part of it. Educational Data Mining focuses on developing new tools and algorithms for discovering data patterns and Learning Analytics focuses on applying tools and techniques at larger scales in instrucional systems.

Check out this beautiful infographic which answers why would colleges want to have analytics, how can educational data mining and learning analytics improve and personalize education, and how does this process work.

 

Data Mining Learning Analytics in Education Infographic

This infographic originally appeared on College Stats.

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About ETR Community

EdTechReview (ETR) is a community of and for everyone involved in education technology to connect and collaborate both online and offline to discover, learn, utilize and share about the best ways technology can improve learning, teaching, and leading in the 21st century.

EdTechReview spreads awareness on education technology and its role in 21st century education through best research and practices of using technology in education, and by facilitating events, training, professional development, and consultation in its adoption and implementation.

 

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