Learning Analytics Und Big Data In Der Bildung
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Learning Analytics Und Big Data In Der Bildung
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Author : Sigrid Kamp-Hartong
language : de
Publisher:
Release Date : 2019
Learning Analytics Und Big Data In Der Bildung written by Sigrid Kamp-Hartong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Learning Analytics Und Big Data In Der Bildung
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Author : Sigrid Kamp-Hartong
language : de
Publisher:
Release Date : 2019
Learning Analytics Und Big Data In Der Bildung written by Sigrid Kamp-Hartong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Learning Analytics Algorithmen Und Big Data In Bildung Und Wissenschaft
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Author : Birgita Dusse
language : de
Publisher:
Release Date : 2023
Learning Analytics Algorithmen Und Big Data In Bildung Und Wissenschaft written by Birgita Dusse and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.
Advancing The Power Of Learning Analytics And Big Data In Education
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Author : Azevedo, Ana
language : en
Publisher: IGI Global
Release Date : 2021-03-19
Advancing The Power Of Learning Analytics And Big Data In Education written by Azevedo, Ana and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-19 with Education categories.
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.
Lernen Mit Big Data
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Author : Viktor Mayer-Schönberger
language : de
Publisher: Redline Wirtschaft
Release Date : 2014-08-15
Lernen Mit Big Data written by Viktor Mayer-Schönberger and has been published by Redline Wirtschaft this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-15 with Political Science categories.
Was heute noch undenkbar scheint, ist morgen schon Alltag – sprechende Übungsbücher, Schulaufgaben, die von den Schülern lernen. Schneller als gedacht, wird Big Data Einzug in Schulen und Klassenzimmer halten, so die These der beiden Experten und Erfolgsautoren Viktor Mayer-Schönberger und Kenneth Cukier. Und damit das Schulsystem und das Lernen von Grund auf verändern. Die beiden Autoren von Big Data erklären, welche Neuheiten uns erwarten. Und zeigen, dass es nicht nur positiv ist, den Fortschritt der Schüler und Studenten immer besser messen zu können. Vor lauter PISA und Rankings bleibt oft das Wesentliche auf der Strecke – eine gute Bildung. Die Gefahr ist, dass das Lernen von der Quantität der Daten dominiert wird, und nicht von der Qualität, von Kreativität oder von Ideen. Sie plädieren daher eindringlich dafür, unsere Bildungssysteme schnellstens zukunftsfähig zu machen.
Big Data And Learning Analytics In Higher Education
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Author : Ben Kei Daniel
language : en
Publisher: Springer
Release Date : 2016-08-27
Big Data And Learning Analytics In Higher Education written by Ben Kei Daniel and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-27 with Education categories.
This book focuses on the uses of big data in the context of higher education. The book describes a wide range of administrative and operational data gathering processes aimed at assessing institutional performance and progress in order to predict future performance, and identifies potential issues related to academic programming, research, teaching and learning. Big data refers to data which is fundamentally too big and complex and moves too fast for the processing capacity of conventional database systems. The value of big data is the ability to identify useful data and turn it into useable information by identifying patterns and deviations from patterns.
Adoption Of Data Analytics In Higher Education Learning And Teaching
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Author : Dirk Ifenthaler
language : en
Publisher: Springer Nature
Release Date : 2020-08-10
Adoption Of Data Analytics In Higher Education Learning And Teaching written by Dirk Ifenthaler and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-10 with Education categories.
The book aims to advance global knowledge and practice in applying data science to transform higher education learning and teaching to improve personalization, access and effectiveness of education for all. Currently, higher education institutions and involved stakeholders can derive multiple benefits from educational data mining and learning analytics by using different data analytics strategies to produce summative, real-time, and predictive or prescriptive insights and recommendations. Educational data mining refers to the process of extracting useful information out of a large collection of complex educational datasets while learning analytics emphasizes insights and responses to real-time learning processes based on educational information from digital learning environments, administrative systems, and social platforms. This volume provides insight into the emerging paradigms, frameworks, methods and processes of managing change to better facilitate organizational transformation toward implementation of educational data mining and learning analytics. It features current research exploring the (a) theoretical foundation and empirical evidence of the adoption of learning analytics, (b) technological infrastructure and staff capabilities required, as well as (c) case studies that describe current practices and experiences in the use of data analytics in higher education.
Datafizierung In Der Bildung
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Author : Mandy Schiefner-Rohs
language : de
Publisher: transcript Verlag
Release Date : 2023-12-31
Datafizierung In Der Bildung written by Mandy Schiefner-Rohs and has been published by transcript Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-31 with Education categories.
Mit der Optimierung des Lehrens und Lernens durch Daten, Zahlen und Algorithmen nehmen die Nutzung digital erzeugter Daten oder automatisierte Auswertungsmethoden zu. Daten lassen sich nahezu beliebig miteinander verknüpfen und digitale Geräte, einzelne Plattformen und technische Ökosysteme befinden sich inzwischen im Dauerbetrieb. Scheinbare »Gewissheiten« und vermeintlich objektive(re) Rückmeldungen bestimmen so die pädagogische Praxis mit. Die Beitragenden des Bandes setzen sich kritisch mit (digitalen) Vermessungspraktiken in pädagogischen Kontexten und der allumfassenden Quantifizierung auseinander. Neben aktuellen Forschungsprojekten, die die dargelegten Ambivalenzen empirisch in den Blick nehmen, reflektieren darüber hinaus Forschende in Interviews die Erkenntnisse sowie eigene Erfahrungen für die Gegenwartsgesellschaft.
Radical Solutions And Learning Analytics
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Author : Daniel Burgos
language : en
Publisher: Springer Nature
Release Date : 2020-05-08
Radical Solutions And Learning Analytics written by Daniel Burgos and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-08 with Education categories.
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.
Emerging Trends In Learning Analytics
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Author :
language : en
Publisher: BRILL
Release Date : 2019-05-07
Emerging Trends In Learning Analytics written by and has been published by BRILL this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-07 with Education categories.
This book documents recent attempts to conduct systematic, prodigious and multidisciplinary research in learning analytics and present their findings and identify areas for further research and development. The book also unveils the distinguished and exemplary works by educators and researchers in the field highlighting the current trends, privacy and ethical issues, creative and unique approaches, innovative methods, frameworks, and theoretical and practical aspects of learning analytics.