Beschreibung
Learning analytics and data mining in education are newly emerging research areas focused on the analysis of data derived from various types of online educational systems. This publication offers a foundational insight into both areas, including a detailed introduction to them. It familiarizes readers with the origins of learning analytics and data mining in education, explains the main similarities and differences between these fields, describes the methods and techniques used for data analysis, and presents the most significant research directions across both areas. Additionally, the book includes examples of specific analyses that utilized selected methods of learning analytics and data mining in education within the context of learning management systems.
Information
Author: Juhaňák Libor
Publication date: 1. März 2023
Manufacturer: Masarykova univerzita - Munipres
Genres: Social sciences, Education, Books, Specialized and technical literature
Type: Books - paperback
Pages: 223
ISBN/EAN: 9788028001841