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Advanced Learning Analytics Methods

This is an open access book. This comprehensive and timely methodological book introduces several novel topics under the overarching sections of advanced learning analytics (LA), artificial intelligence (AI), precision education, and complex systems. These topics are presented using accessible langu...

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Format: Online
Sprog:engelsk
Udgivet: Springer Nature 2025
Fag:
Open Access
learning analytics
learning analytics methods
educational data mining
data mining with R
predictive learning analytics
explainable artificial intelligence
complex systems
peecisión education
person-specific
natural language processing
psychological networks
complex system dynamics
idiographic analytics
single subject analytics
Artificial Intelligence
machine learning
Tutorials
R
Precision AI
thema EDItEUR::J Society and Social Sciences::JN Education::JNV Educational equipment and technology, computer-aided learning (CAL)
thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems
thema EDItEUR::U Computing and Information Technology::UX Applied computing::UXJ Computer applications in the social and behavioural sciences
Online adgang:ONIX_20251128T131701_9783031953651_4
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