Data Mining and Learning Analytics: Applications in Educational Research (Wiley Series on Methods and Applications in Data Mining)

4 durchschnittliche Bewertung
( 1 Bewertungen bei Goodreads )
 
9781118998236: Data Mining and Learning Analytics: Applications in Educational Research (Wiley Series on Methods and Applications in Data Mining)
Alle Exemplare der Ausgabe mit dieser ISBN anzeigen:
 
 

ADDRESSES THE IMPACTS OF DATA MINING ON EDUCATION AND REVIEWS APPLICATIONS IN EDUCATIONAL RESEARCH TEACHING, AND LEARNING  THIS BOOK DISCUSSES THE INSIGHTS, CHALLENGES, ISSUES, EXPECTATIONS, AND PRACTICAL IMPLEMENTATION OF DATA MINING (DM) WITHIN EDUCATIONAL MANDATES. INITIAL SERIES OF CHAPTERS OFFER A GENERAL OVERVIEW OF DM, LEARNING ANALYTICS (LA), AND DATA COLLECTION MODELS IN THE CONTEXT OF EDUCATIONAL RESEARCH, WHILE ALSO DEFINING AND DISCUSSING DATA MINING S FOUR GUIDING PRINCIPLES PREDICTION, CLUSTERING, RULE ASSOCIATION, AND OUTLIER DETECTION. THE NEXT SERIES OF CHAPTERS SHOWCASE THE PEDAGOGICAL APPLICATIONS OF EDUCATIONAL DATA MINING (EDM) AND FEATURE CASE STUDIES DRAWN FROM BUSINESS, HUMANITIES, HEALTH SCIENCES, LINGUISTICS, AND PHYSICAL SCIENCES EDUCATION THAT SERVE TO HIGHLIGHT THE SUCCESSES AND SOME OF THE LIMITATIONS OF DATA MINING RESEARCH APPLICATIONS IN EDUCATIONAL SETTINGS. THE REMAINING CHAPTERS FOCUS EXCLUSIVELY ON EDM S EMERGING ROLE IN HELPING TO ADVANCE EDUCATIONAL RESEARCH FROM IDENTIFYING AT–RISK STUDENTS AND CLOSING SOCIOECONOMIC GAPS IN ACHIEVEMENT TO AIDING IN TEACHER EVALUATION AND FACILITATING PEER CONFERENCING. THIS BOOK FEATURES CONTRIBUTIONS FROM INTERNATIONAL EXPERTS IN A VARIETY OF FIELDS.  INCLUDES CASE STUDIES WHERE DATA MINING TECHNIQUES HAVE BEEN EFFECTIVELY APPLIED TO ADVANCE TEACHING AND LEARNING ADDRESSES APPLICATIONS OF DATA MINING IN EDUCATIONAL RESEARCH, INCLUDING: SOCIAL NETWORKING AND EDUCATION; POLICY AND LEGISLATION IN THE CLASSROOM; AND IDENTIFICATION OF AT–RISK STUDENTS EXPLORES MASSIVE OPEN ONLINE COURSES (MOOCS) TO STUDY THE EFFECTIVENESS OF ONLINE NETWORKS IN PROMOTING LEARNING AND UNDERSTANDING THE COMMUNICATION PATTERNS AMONG USERS AND STUDENTS FEATURES SUPPLEMENTARY RESOURCES INCLUDING A PRIMER ON FOUNDATIONAL ASPECTS OF EDUCATIONAL MINING AND LEARNING ANALYTICS DATA MINING AND LEARNING ANALYTICS:

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Reseña del editor:

Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of educational research, while also defining and discussing data mining s four guiding principles prediction, clustering, rule association, and outlier detection. The next series of chapters showcase the pedagogical applications of Educational Data Mining (EDM) and feature case studies drawn from Business, Humanities, Health Sciences, Linguistics, and Physical Sciences education that serve to highlight the successes and some of the limitations of data mining research applications in educational settings. The remaining chapters focus exclusively on EDM s emerging role in helping to advance educational research from identifying at-risk students and closing socioeconomic gaps in achievement to aiding in teacher evaluation and facilitating peer conferencing. This book features contributions from international experts in a variety of fields. * Includes case studies where data mining techniques have been effectively applied to advance teaching and learning * Addresses applications of data mining in educational research, including: social networking and education; policy and legislation in the classroom; and identification of at-risk students * Explores Massive Open Online Courses (MOOCs) to study the effectiveness of online networks in promoting learning and understanding the communication patterns among users and students * Features supplementary resources including a primer on foundational aspects of educational mining and learning analytics Data Mining and Learning Analytics: Applications in Educational Research is written for both scientists in EDM and educators interested in using and integrating DM and LA to improve education and advance educational research.

Biografía del autor:

Samira ElAtia is Associate Professor of Education at The University of Alberta, Canada. She has published numerous articles and book chapters on topics relating to the use of technology to support pedagogical research and education in higher education. Her current research focuses on using e-learning environment and big data for fair and valid longitudinal assessment of, and for, learning within higher education. Donald Ipperciel is Principal and Professor at Glendon College, York University, Toronto, Canada and was the Canadian Research Chair in Political Philosophy and Canadian Studies between 2002 and 2012. He has authored several books and has contributed chapters and articles in more than 60 publications. Ipperciel has dedicated many years of research on the questions of e-learning and using technology in education. He is co-editor of the Canadian Journal of Learning and Technology since 2010. Osmar R. Zaiane is Professor of Computing Science at the University of Alberta, Canada and Scientific Director of the Alberta Innovates Centre of Machine Learning. A renowned researcher and computer scientist, Dr. Zaiane is former Secretary Treasurer of the Association for Computing Machinery (ACM) Special Interest Group on Knowledge Discovery and Data Mining. He obtained the IEEE ICDM Outstanding Service Aware in 2009 as well as the ACM SIGKDD Service Award the following year.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Beste Suchergebnisse bei AbeBooks

1.

ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Anzahl: 4
Anbieter
GreatBookPrices
(Columbia, MD, USA)
Bewertung

Buchbeschreibung Zustand: New. Bestandsnummer des Verkäufers 21636133-n

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 103,05
Währung umrechnen

In den Warenkorb

Versand: EUR 2,39
Innerhalb USA
Versandziele, Kosten & Dauer

2.

Verlag: John Wiley & Sons Inc, United States (2016)
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Hardcover Anzahl: 1
Anbieter
The Book Depository
(London, Vereinigtes Königreich)
Bewertung

Buchbeschreibung John Wiley & Sons Inc, United States, 2016. Hardback. Zustand: New. Language: English. Brand new Book. Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of educational research, while also defining and discussing data mining s four guiding principles prediction, clustering, rule association, and outlier detection. The next series of chapters showcase the pedagogical applications of Educational Data Mining (EDM) and feature case studies drawn from Business, Humanities, Health Sciences, Linguistics, and Physical Sciences education that serve to highlight the successes and some of the limitations of data mining research applications in educational settings. The remaining chapters focus exclusively on EDM s emerging role in helping to advance educational research from identifying at-risk students and closing socioeconomic gaps in achievement to aiding in teacher evaluation and facilitating peer conferencing.This book features contributions from international experts in a variety of fields. * Includes case studies where data mining techniques have been effectively applied to advance teaching and learning * Addresses applications of data mining in educational research, including: social networking and education; policy and legislation in the classroom; and identification of at-risk students * Explores Massive Open Online Courses (MOOCs) to study the effectiveness of online networks in promoting learning and understanding the communication patterns among users and students * Features supplementary resources including a primer on foundational aspects of educational mining and learning analytics Data Mining and Learning Analytics: Applications in Educational Research is written for both scientists in EDM and educators interested in using and integrating DM and LA to improve education and advance educational research. Bestandsnummer des Verkäufers AAH9781118998236

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 105,79
Währung umrechnen

In den Warenkorb

Versand: Gratis
Von Vereinigtes Königreich nach USA
Versandziele, Kosten & Dauer

3.

Verlag: John Wiley & Sons Inc, United States (2016)
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Hardcover Anzahl: 1
Anbieter
Book Depository International
(London, Vereinigtes Königreich)
Bewertung

Buchbeschreibung John Wiley & Sons Inc, United States, 2016. Hardback. Zustand: New. Language: English. Brand new Book. Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of educational research, while also defining and discussing data mining s four guiding principles prediction, clustering, rule association, and outlier detection. The next series of chapters showcase the pedagogical applications of Educational Data Mining (EDM) and feature case studies drawn from Business, Humanities, Health Sciences, Linguistics, and Physical Sciences education that serve to highlight the successes and some of the limitations of data mining research applications in educational settings. The remaining chapters focus exclusively on EDM s emerging role in helping to advance educational research from identifying at-risk students and closing socioeconomic gaps in achievement to aiding in teacher evaluation and facilitating peer conferencing.This book features contributions from international experts in a variety of fields. * Includes case studies where data mining techniques have been effectively applied to advance teaching and learning * Addresses applications of data mining in educational research, including: social networking and education; policy and legislation in the classroom; and identification of at-risk students * Explores Massive Open Online Courses (MOOCs) to study the effectiveness of online networks in promoting learning and understanding the communication patterns among users and students * Features supplementary resources including a primer on foundational aspects of educational mining and learning analytics Data Mining and Learning Analytics: Applications in Educational Research is written for both scientists in EDM and educators interested in using and integrating DM and LA to improve education and advance educational research. Bestandsnummer des Verkäufers AAH9781118998236

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 105,81
Währung umrechnen

In den Warenkorb

Versand: Gratis
Von Vereinigtes Königreich nach USA
Versandziele, Kosten & Dauer

4.

Samira ElAtia
Verlag: Wileyand#8211;Blackwell (2016)
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Anzahl: 2
Anbieter
Books2Anywhere
(Fairford, GLOS, Vereinigtes Königreich)
Bewertung

Buchbeschreibung Wileyand#8211;Blackwell, 2016. HRD. Zustand: New. New Book. Shipped from UK. Established seller since 2000. Bestandsnummer des Verkäufers FW-9781118998236

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 101,63
Währung umrechnen

In den Warenkorb

Versand: EUR 5,94
Von Vereinigtes Königreich nach USA
Versandziele, Kosten & Dauer

5.

Samira ElAtia (editor), Donald Ipperciel (editor), Osmar Zaïane
Verlag: Wiley Blackwell 2016-11-11, Chichester, West Sussex (2016)
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Hardcover Anzahl: > 20
Anbieter
Blackwell's
(Oxford, OX, Vereinigtes Königreich)
Bewertung

Buchbeschreibung Wiley Blackwell 2016-11-11, Chichester, West Sussex, 2016. hardback. Zustand: New. Bestandsnummer des Verkäufers 9781118998236

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 104,52
Währung umrechnen

In den Warenkorb

Versand: EUR 5,93
Von Vereinigtes Königreich nach USA
Versandziele, Kosten & Dauer

6.

Samira ElAtia
Verlag: John Wiley & Sons Inc
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Hardcover Anzahl: 2
Anbieter
THE SAINT BOOKSTORE
(Southport, Vereinigtes Königreich)
Bewertung

Buchbeschreibung John Wiley & Sons Inc. Hardback. Zustand: New. New copy - Usually dispatched within 2 working days. Bestandsnummer des Verkäufers B9781118998236

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 124,19
Währung umrechnen

In den Warenkorb

Versand: EUR 8,25
Von Vereinigtes Königreich nach USA
Versandziele, Kosten & Dauer

7.

Verlag: Wiley (2016)
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Hardcover Anzahl: > 20
Print-on-Demand
Anbieter
California Books
(MIAMI, FL, USA)
Bewertung

Buchbeschreibung Wiley, 2016. Zustand: New. This book is printed on demand. Bestandsnummer des Verkäufers I-9781118998236

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 150,89
Währung umrechnen

In den Warenkorb

Versand: EUR 2,71
Innerhalb USA
Versandziele, Kosten & Dauer

8.

Elatia, Samira/ Ipperciel, Donald/ Zaiane, Osmar
Verlag: John Wiley & Sons Inc (2016)
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Hardcover Anzahl: 2
Anbieter
Revaluation Books
(Exeter, Vereinigtes Königreich)
Bewertung

Buchbeschreibung John Wiley & Sons Inc, 2016. Hardcover. Zustand: Brand New. 1st edition. 320 pages. 9.25x6.25x1.00 inches. In Stock. Bestandsnummer des Verkäufers __1118998235

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 159,03
Währung umrechnen

In den Warenkorb

Versand: EUR 8,91
Von Vereinigtes Königreich nach USA
Versandziele, Kosten & Dauer

9.

Verlag: Wiley
ISBN 10: 1118998235 ISBN 13: 9781118998236
Neu Hardcover Anzahl: > 20
Anbieter
Russell Books
(Victoria, BC, Kanada)
Bewertung

Buchbeschreibung Wiley. Hardcover. Zustand: New. 1118998235 Special order direct from the distributor. Bestandsnummer des Verkäufers ING9781118998236

Weitere Informationen zu diesem Verkäufer | Verkäufer kontaktieren

Neu kaufen
EUR 163,46
Währung umrechnen

In den Warenkorb

Versand: EUR 6,32
Von Kanada nach USA
Versandziele, Kosten & Dauer