
Educational Data Mining with R and Rattle
River Publishers
1st Edition
Published on 5. April 2016
Book
Hardback
126 pages
978-87-93379-31-2 (ISBN)
Description
Educational Data Mining (EDM) is one of the emerging fields in the pedagogy and andragogy paradigm, it concerns the techniques which research data coming from the educational domain. EDM is a promising discipline which has an imperative impact on predicting students' academic performance. It includes the transformation of existing, and the innovation of new approaches derived from multidisciplinary spheres of influence such as statistics, machine learning, psychometrics, scientific computing etc.An archetype that is covered in this book is that of learning by example. The intention is that reader will easily be able to replicate the given examples and then adapt them to suit their own needs of teaching-learning. The content of the book is based on the research work undertaken by the authors on the theme "Mining of Educational Data for the Analysis and Prediction of Students' Academic Performance". The basic know-how presented in this book can be treated as guide for educational data mining implementation using R and Rattle open source data mining tools. .Technical topics discussed in the book include:* Emerging Research Directions in Educational Data Mining* Design Aspects and Developmental Framework of the System* Model Development - Building Classifiers* Educational Data Analysis: Clustering Approach
More details
Language
English
Place of publication
Gistrup
Denmark
Target group
Professional and scholarly
Academic
Product notice
Laminated cover
Dimensions
Height: 240 mm
Width: 161 mm
Thickness: 12 mm
Weight
364 gr
ISBN-13
978-87-93379-31-2 (9788793379312)
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Schweitzer Classification
Other editions
Additional editions

R.S. Kamath | R.K. Kamat
Educational Data Mining with R and Rattle
Book
10/2024
1st Edition
River Publishers
€54.65
Article not available for order

R.S. Kamath | R.K. Kamat
Educational Data Mining with R and Rattle
E-Book
09/2022
1st Edition
Taylor & Francis
€36.99
Available for download

R.S. Kamath | R.K. Kamat
Educational Data Mining with R and Rattle
E-Book
09/2022
1st Edition
Taylor & Francis
€36.99
Available for download

R.S. Kamath | R.K. Kamat
Educational Data Mining with R and Rattle
E-Book
04/2016
River Publishers
€89.99
Available for download
Persons
R.S. Kamath, Chhatrapati Shahu Institute of Business Education and Research, India and R.K. Kamat, Shivaji University, India.
Content
Foreword Preface Acknowledgment List of Figures List of Tables List of Abbreviations 1 Introduction 2 Emerging Research Directions in Educational Data Mining 3 Design Aspects and Developmental Framework of the System 4 Model Development-Building Classifiers 5 Educational Data Analysis: Clustering Approach 6 Epilogue and Further Directions References Index About the Authors