Bayesian Networks for Managing Learner Models in Adaptive Hypermedia Systems - Emerging Research and Opportunities (Hardcover)

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.

General

Imprint:	IGI Global
Country of origin:	United States
Release date:	November 2018
Authors:	Mouenis Anouar Tadlaoui • Mohamed Khaldi • Rommel Novaes Carvalho
Dimensions:	254 x 178mm (L x W)
Format:	Hardcover
Pages:	199
ISBN-13:	978-1-5225-7413-2
Categories:	Books > Computing & IT > General theory of computing > General Books > Social sciences > Education > Careers guidance > Industrial or vocational training Books > Social sciences > Education > Educational resources & technology > General
LSN:	1-5225-7413-1
Barcode:	9781522574132

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