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

Name: Bayesian Networks for Managing Learner Models in Adaptive Hypermedia Systems: Emerging Research and Opportunities
Brand: Atlantic Books
SKU: 9781522587026
Price: 12681.0 INR
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by Mouenis Anouar Tadlaoui , Mohamed Khaldi , Rommel Novaes Carvalho

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ISBN13: 9781522587026
Binding: Paperback
Subject: N/A
Publisher: Information Science Reference
Publisher Imprint: Information Science Reference
Publication Date: December 20, 2018
Pages: 224
Original Price: GBP 100.0
Language: English
Edition: N/A
Item Weight: 395 grams
BISAC Subject(s): Computers & Technology

About The Book

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.

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