Data Analytics Approaches in Educational Games and Gamification Systems

Name: Data Analytics Approaches in Educational Games and Gamification Systems
Brand: Springer Verlag, Singapore
SKU: 9789813293373
Price: 428.3 PLN
Availability: InStock

Autor: Ahmed Tlili

Język:

Oprawa: Miękka

Wydawca: Springer Verlag, Singapore

Dostępność: Dostępna u dostawcy

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Game-based learning environments and learning analytics are attracting increasing attention from res...

Informacje o książce

Autor

Ahmed Tlili

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2020

strony

255

EAN

9789813293373

ISBN

9813293373

Enbook ID

33257144

Wydawca

Springer Verlag, Singapore

Waga

454

Wymiary

155 x 235 x 16

Pełny opis

Game-based learning environments and learning analytics are attracting increasing attention from researchers and educators, since they both can enhance learning outcomes. This book focuses on the application of data analytics approaches and research on human behaviour analysis in game-based learning environments, namely educational games and gamification systems, to provide smart learning. Specifically, it discusses the purposes, advantages and limitations of applying such approaches in these environments. Additionally, the various smart game-based learning environments presented help readers integrate learning analytics in their educational games and gamification systems to, for instance, assess and model students (e.g. their computational thinking) or enhance the learning process for better outcomes. Moreover, the book presents general guidelines on various aspects, such as collecting data for analysis, game-based learning environment design, system architecture and applied algorithms, which facilitate incorporating learning analytics into educational games and gamification systems.After a general introduction to help readers become familiar with the subject area, the individual chapters each discuss a different aim of applying data analytics approaches in educational games and gamification systems. Lastly, the conclusion provides a summary and presents general guidelines and frameworks to consider when designing smart game-based learning environments with learning analytics.

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