Educational Data Mining with R and Rattle - Rilegato

Kamath, R. S.; Kamat, R. K.

Rilegato

ISBN 10: 8793379315 ISBN 13: 9788793379312

Casa editrice: River Publishers, 2016

Riassunto

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

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Informazioni sull'autore

R.S. Kamath, R.K. Kamat

Dettagli dell'edizione

• Editore: River Publishers
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 8793379315
• ISBN 13: 9788793379312
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 128
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania