Responsible Analytics and Data Mining in Education: Global Perspectives on Quality, Support, and Decision Making

Badrul H. Khan · Joseph Rene Corbeil · Maria Elena Corbeil

2018年12月 · Routledge

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关于此电子书

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.

作者简介

Badrul H. Khan is Founder of McWeadon Education, a professional development institution. He previously served as Founding Director of the Educational Technology Leadership (ETL) graduate cohort program at The George Washington University, USA, Founding Director of the Educational Technology (ET) graduate program at The University of Texas, Brownsville, USA, and Instructional Designer and Evaluation Specialist in the School of Medicine at Indiana University, Indianapolis, USA. You can find more about Dr. Khan at http://badrulkhan.com.

Joseph Rene Corbeil is Professor of Teaching and Learning, Coordinator for the Master of Education in Educational Technology, and Lead Faculty for Educational Technology Specialization for the Doctor of Education at The University of Texas Rio Grande Valley, USA.

Maria Elena Corbeil is Associate Professor in the College of Education and P-16 Integration at The University of Texas Rio Grande Valley, USA.