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Data Analytics Applications in Education (Hardcover) Loot Price: R2,802
Discovery Miles 28 020
Data Analytics Applications in Education (Hardcover): Jan Vanthienen, Kristof de Witte

Data Analytics Applications in Education (Hardcover)

Jan Vanthienen, Kristof de Witte

Series: Data Analytics Applications

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Loot Price R2,802 Discovery Miles 28 020 | Repayment Terms: R256 pm x 12*

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The abundance of data and the rise of new quantitative and statistical techniques have created a promising area: data analytics. This combination of a culture of data-driven decision making and techniques to include domain knowledge allows organizations to exploit big data analytics in their evaluation and decision processes. Also, in education and learning, big data analytics is being used to enhance the learning process, to evaluate efficiency, to improve feedback, and to enrich the learning experience. As every step a student takes in the online world can be traced, analyzed, and used, there are plenty of opportunities to improve the learning process of students. First, data analytics techniques can be used to enhance the student' s learning process by providing real-time feedback, or by enriching the learning experience. Second, data analytics can be used to support the instructor or teacher. Using data analytics, the instructor can better trace, and take targeted actions to improve, the learning process of the student. Third, there are possibilities in using data analytics to measure the performance of instructors. Finally, for policy makers, it is often unclear how schools use their available resources to "produce" outcomes. By combining structured and unstructured data from various sources, data analytics might provide a solution for governments that aim to monitor the performance of schools more closely. Data analytics in education should not be the domain of a single discipline. Economists should discuss the possibilities, issues, and normative questions with a multidisciplinary team of pedagogists, philosophers, computer scientists, and sociologists. By bringing together various disciplines, a more comprehensive answer can be formulated to the challenges ahead. This book starts this discussion by highlighting some economic perspectives on the use of data analytics in education. The book begins a rich, multidisciplinary discussion that may make data analytics in education seem as natural as a teacher in front of a classroom.

General

Imprint: Productivity Press
Country of origin: United States
Series: Data Analytics Applications
Release date: September 2017
First published: 2017
Editors: Jan Vanthienen • Kristof de Witte
Dimensions: 235 x 156 x 23mm (L x W x T)
Format: Hardcover
Pages: 265
ISBN-13: 978-1-4987-6927-3
Categories: Books > Social sciences > Education > General
Books > Computing & IT > Applications of computing > Databases > General
LSN: 1-4987-6927-6
Barcode: 9781498769273

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