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Responsible Analytics and Data Mining in Education

Global Perspectives on Quality, Support, and Decision Making

Badrul H Khan editor Joseph Rene Corbeil editor Maria Elena Corbeil editor

Format:Hardback

Publisher:Taylor & Francis Ltd

Published:11th Dec '18

Currently unavailable, and unfortunately no date known when it will be back

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Responsible Analytics and Data Mining in Education cover

Winner of two Outstanding Book Awards from the Association of Educational Communications and Technology (Culture, Learning, & Technology and Systems Thinking & Change divisions)! Rapid advancements in our ability to collect, process, and analyze massive amounts of data along with the widespread use of online and blended learning platforms have enabled educators at all levels to gain new insights into how people learn. Responsible Analytics and Data Mining in Education addresses the thoughtful and purposeful navigation, evaluation, and implementation of these emerging forms of educational data analysis. Chapter authors from around the world explore how data analytics can be used to improve course and program quality; how the data and its interpretations may inadvertently impact students, faculty, and institutions; the quality and reliability of data, as well as the accuracy of data-based decisions; ethical implications surrounding the collection, distribution, and use of student-generated data; and more. This volume unpacks and explores this complex issue through a systematic framework whose dimensions address the issues that must be considered before implementation of a new initiative or program.

ISBN: 9781138305885

Dimensions: unknown

Weight: 566g

318 pages