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Advancing the Power of Learning Analytics and Big Data in Education

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Title: Advancing the Power of Learning Analytics and Big Data in Education
Description: The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Education provides insights concerning the use of learning analytics, the role and impact of analytics on education, and how learning analytics are designed, employed, and assessed. The chapters will discuss factors affecting learning analytics such as human factors, geographical factors, technological factors, and ethical and legal factors. This book is ideal for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in the use of big data and learning analytics for improved student success and educational environments.
Authors: Ana Azevedo, José Manuel Azevedo, James Onohuome Uhomoibhi, Ebba Ossiannilsson
Resource Type: eBook.
Subjects: Education--Data processing, Educational technology--Research--Methodology, Computer-assisted instruction, Educational technology--Research
Categories: EDUCATION / Computers & Technology, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Analytics
Database: eBook Collection (EBSCOhost)
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  Data: Advancing the Power of Learning Analytics and Big Data in Education
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  Data: The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Education provides insights concerning the use of learning analytics, the role and impact of analytics on education, and how learning analytics are designed, employed, and assessed. The chapters will discuss factors affecting learning analytics such as human factors, geographical factors, technological factors, and ethical and legal factors. This book is ideal for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in the use of big data and learning analytics for improved student success and educational environments.
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      – Code: 371.33
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Education--Data processing
        Type: general
      – SubjectFull: Educational technology--Research--Methodology
        Type: general
      – SubjectFull: Computer-assisted instruction
        Type: general
      – SubjectFull: Educational technology--Research
        Type: general
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      – TitleFull: Advancing the Power of Learning Analytics and Big Data in Education
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            NameFull: Ebba Ossiannilsson
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            NameFull: Ana Azevedo
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            NameFull: James Onohuome Uhomoibhi
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2021
            – D: 20
              M: 02
              Type: profile
              Y: 2021
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              Value: 9781799871033
            – Type: isbn-electronic
              Value: 9781799871040
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              Value: 9781799871057
          Titles:
            – TitleFull: Advancing the Power of Learning Analytics and Big Data in Education
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