Manage Your Own Learning Analytics
Implement a Rasch Modelling Approach
Seiten
2022
|
1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-86318-0 (ISBN)
Springer International Publishing (Verlag)
978-3-030-86318-0 (ISBN)
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.
Privacy-Driven Learning Analytics.- Introductory Analysis of the Rasch Model.- Social Media Analytics, Learning Analytics and Healthcare Industry: Risky Drinking.
Erscheinungsdatum | 07.12.2022 |
---|---|
Reihe/Serie | Smart Innovation, Systems and Technologies |
Zusatzinfo | XX, 217 p. 119 illus., 107 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 371 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Technik | |
Schlagworte | classical test theory • Cognitive Performance Measurement • Ctt • Instructional Design • Instructional Systems Design • IRT • ISD • Item response theory • Learning Analytics • Prescriptive Instructional Systems Design • Rasch model |
ISBN-10 | 3-030-86318-2 / 3030863182 |
ISBN-13 | 978-3-030-86318-0 / 9783030863180 |
Zustand | Neuware |
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