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Cover image for book Radical Solutions and Learning Analytics

Radical Solutions and Learning Analytics

Personalised Learning and Teaching Through Big Data
By:Daniel Burgos
Publisher:Springer Nature
Print ISBN:9789811545252
eText ISBN:9789811545269
Edition:1
Copyright:2020
Format:Reflowable

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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.