Data Driven Approaches in Digital Education

Data Driven Approaches in Digital Education
Title Data Driven Approaches in Digital Education PDF eBook
Author Élise Lavoué
Publisher Springer
Pages 635
Release 2017-09-04
Genre Education
ISBN 331966610X

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This book constitutes the proceedings of the 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, held in Tallinn, Estonia, in September 2017. The 24 full papers, 23 short papers, 6 demo papers, and 22 poster papers presented in this volume were carefully reviewed and selected from 141 submissions. The theme for the 12th EC-TEL conference on Data Driven Approaches in Digital Education' aims to explore the multidisciplinary approaches thateectively illustrate how data-driven education combined with digital education systems can look like and what are the empirical evidences for the use of datadriven tools in educational practices.

Data-Driven Science and Engineering

Data-Driven Science and Engineering
Title Data-Driven Science and Engineering PDF eBook
Author Steven L. Brunton
Publisher Cambridge University Press
Pages 615
Release 2022-05-05
Genre Computers
ISBN 1009098489

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A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

Big Data in Education

Big Data in Education
Title Big Data in Education PDF eBook
Author Ben Williamson
Publisher SAGE
Pages 281
Release 2017-07-24
Genre Education
ISBN 1526416328

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Big data has the power to transform education and educational research. Governments, researchers and commercial companies are only beginning to understand the potential that big data offers in informing policy ideas, contributing to the development of new educational tools and innovative ways of conducting research. This cutting-edge overview explores the current state-of-play, looking at big data and the related topic of computer code to examine the implications for education and schooling for today and the near future. Key topics include: · The role of learning analytics and educational data science in schools · A critical appreciation of code, algorithms and infrastructures · The rise of ‘cognitive classrooms’, and the practical application of computational algorithms to learning environments · Important digital research methods issues for researchers This is essential reading for anyone studying or working in today′s education environment!

The Path to Becoming a Data-Driven Public Sector

The Path to Becoming a Data-Driven Public Sector
Title The Path to Becoming a Data-Driven Public Sector PDF eBook
Author Oecd
Publisher Org. for Economic Cooperation & Development
Pages 168
Release 2019-11-28
Genre
ISBN 9789264517950

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Twenty-first century governments must keep pace with the expectations of their citizens and deliver on the promise of the digital age. Data-driven approaches are particularly effective for meeting those expectations and rethinking the way governments and citizens interact. This report highlights the important role data can play in creating conditions that improve public services, increase the effectiveness of public spending and inform ethical and privacy considerations. It presents a data-driven public sector framework that can help countries or organisations assess the elements needed for using data to make better-informed decisions across public sectors.

Powering a Learning Society During an Age of Disruption

Powering a Learning Society During an Age of Disruption
Title Powering a Learning Society During an Age of Disruption PDF eBook
Author Sungsup Ra
Publisher Springer Nature
Pages 322
Release 2021-05-22
Genre Education
ISBN 9811609837

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This open access book presents contemporary perspectives on the role of a learning society from the lens of leading practitioners, experts from universities, governments, and industry leaders. The think pieces argue for a learning society as a major driver of change with far-reaching influence on learning to serve the needs of economies and societies. The book is a testimonial to the importance of ‘learning communities.’ It highlights the pivotal role that can be played by non-traditional actors such as city and urban planners, citizens, transport professionals, and technology companies. This collection seeks to contribute to the discourse on strengthening the fabric of a learning society crucial for future economic and social development, particularly in the aftermath of the coronavirus disease.

OECD Digital Education Outlook 2021 Pushing the Frontiers with Artificial Intelligence, Blockchain and Robots

OECD Digital Education Outlook 2021 Pushing the Frontiers with Artificial Intelligence, Blockchain and Robots
Title OECD Digital Education Outlook 2021 Pushing the Frontiers with Artificial Intelligence, Blockchain and Robots PDF eBook
Author OECD
Publisher OECD Publishing
Pages 252
Release 2021-06-08
Genre
ISBN 9264904646

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How might digital technology and notably smart technologies based on artificial intelligence (AI), learning analytics, robotics, and others transform education? This book explores such question. It focuses on how smart technologies currently change education in the classroom and the management of educational organisations and systems.

The Datafication of Education

The Datafication of Education
Title The Datafication of Education PDF eBook
Author Juliane Jarke
Publisher Routledge
Pages 179
Release 2020-05-21
Genre Computers
ISBN 100068296X

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This book attends to the transformation of processes and practices in education, relating to its increasing digitisation and datafication. The introduction of new means to measure, capture, describe and represent social life in numbers has not only transformed the ways in which teaching and learning are organised, but also the ways in which future generations (will) construct reality with and through data. Contributions consider data practices that span across different countries, educational fields and governance levels, ranging from early childhood education, to schools, universities, educational technology providers, to educational policy making and governance. The book demonstrates how digital data not only support decision making, but also fundamentally change the organisation of learning and teaching, and how these transformation processes can have partly ambivalent consequences, such as new possibilities for participation, but also the monitoring and emergence/manifestation of inequalities. Focusing on how data can drive decision making in education and learning, this book will be of interest to those studying both educational technology and educational policy making. The chapters in this book were originally published in Learning, Media and Technology. Chapter 4 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.