Bayesian Networks for Managing Learner Models in Adaptive Hypermedia Systems : Emerging Research and Opportunities

Language: English

Published by IGI Global Dez 2018, 2018

1522587020 / 9781522587026

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - Teachers use e-learning systems to develop course notes and web-based activities to communicate with learners on one side and monitor and classify their progress on the other. Learners use it for learning, communication, and collaboration. Adaptive e-learning systems often employ learner models, and the behavior of an adaptive system varies depending on the data from the learner model and the learner's profile. Without knowing anything about the learner who uses the system, a system would behave in exactly the same way for all learners. Bayesian Networks for Managing Learner Models in Adaptive Hypermedia Systems: Emerging Research and Opportunities is a collection of research on the use of Bayesian networks and methods as a probabilistic formalism for the management of the learner model in adaptive hypermedia. It specifically discusses comparative studies, transformation rules, and case diagrams that support all phases of the learner model and the use of Bayesian networks and multi-entity Bayesian networks to manage dynamic aspects of this model. While highlighting topics such as developing the learner model, learning management systems, and modeling techniques, this book is ideally designed for instructional designers, course administrators, educators, researchers, and professionals.…

Seller Inventory # 9781522587026

Title
Bayesian Networks for Managing Learner Models in Adaptive Hypermedia Systems : Emerging Research and Opportunities
Author
Rommel Novaes Carvalho
Publisher
IGI Global Dez 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1522587020
ISBN 13
9781522587026
Item weight
431 grams
Dimensions
254x178x12 mm

AHA-BUCH GmbH

Einbeck, Germany

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