Learning analytic and educational data mining for learning science and technology

نویسندگان

چکیده

Learning analytics is another trendy choice for technology-enhanced learning. It not surprising, therefore, that learning the topic of many scientific papers as a new process and tool to improve performance. Some most common methods used in data mining analytics, include: classification prediction, clustering, outlier detection, relationship mining, social network analysis, text distillation human judgment, discovery with models. The use analytic education learning, generally store information related student backgrounds, about their interactions system understand how students interact resources, styles, predictions outcomes possibilities completing studies they successfully. With this study teachers school managers can develop tools apply predict success.

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Learning 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...

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Learning 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

Learning 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

Learning 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...

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ژورنال

عنوان ژورنال: Nucleation and Atmospheric Aerosols

سال: 2021

ISSN: ['0094-243X', '1551-7616', '1935-0465']

DOI: https://doi.org/10.1063/5.0041844