Manage Your Own Learning Analytics : Implement a Rasch Modelling Approach
2022 ed.
Book Details
Format
Hardback or Cased Book
Book Series
Smart Innovation, Systems and Technologies
ISBN-10
3030863158
ISBN-13
9783030863159
Edition
2022 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Dec 5th, 2021
Print length
217 Pages
Weight
510 grams
Dimensions
24.00 x 16.40 x 2.00 cms
Product Classification:
Artificial intelligenceArtificial intelligence (AI)
Ksh 27,000.00
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This book sheds light on the practice of learning analytics, illuminating how others approach their data analysis. This book is organized into ten chapters, falling into four topical sections: Managing Learning Analytics (overview, instructional systems design (ISD), instructional design, and planning data analysis);
This book sheds light on the practice of learning analytics, illuminating how others approach their data analysis. At the beginning of the book, a ''prescriptive learning analytics planning model'' gives straightforward instructions for people to follow. This book is organized into ten chapters, falling into four topical sections: Managing Learning Analytics (overview, instructional systems design (ISD), instructional design, and planning data analysis); Cognitive Performance Measurement Practices (classical test theory (CTT), Rasch measurement theory (RMT), Item response theory(IRT), Rasch Modeling Tools (research design, setting methodology); and Case Studies (corporate training settings, healthcare industry, and educational courseware design). This book is an important reference for: educational research community and instructional systems designers; corporate training developers; postgraduate course developers; and doctoral students.
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