Radical Solutions and Learning Analytics: Personalised Learning and Teaching Through Big Data

Radical Solutions and Learning Analytics: Personalised Learning and Teaching Through Big Data

Author
Daniel Burgos
Publisher
Springer Singapore;Springer
Language
English
Edition
1st ed.
Year
2020
Page
XIV, 227
ISBN
9789811545252,9789811545269
File Type
pdf
File Size
6.3 MiB

Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. Always with the explicit authorisation from the end user, being a student, a teacher, a manager or a persona in a different role, an instructional designer can design a way to produce a practical dashboard that helps him improve that very user’s performance, interaction, motivation or just grading. This book provides a thorough approach on how education, as such, from teaching to learning through management, is improved by a smart analysis of available data, making visible and useful behaviours, predictions and patterns that are hinder to the regular eye without the process of massive data.

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