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Bayesian networks for managing learner models in adaptive hypermedia systems : emerging research and opportunities /

"This book contains a comparative study of methods and models for the management of learner models in adaptive educational hypermedia, and a presentation of the rules of development Bayesian networks from the unified modeling language"--

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Bibliographic Details
Main Authors: Anouar Tadlaoui, Mouenis, 1991- (Author)
Corporate Authors: IGI Global
Group Author: Khaldi, Mohamed, 1959-; Carvalho, Rommel Novaes, 1981-
Published: IGI Global,
Publisher Address: Hershey, Pennsylvania :
Publication Dates: [2019]
Literature type: eBook
Language: English
Subjects:
Computer-assisted instruction.
Interactive multimedia.
Educational technology.
Hypertext systems.
Bayesian statistical decision theory.
Online Access: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-7413-2
Summary: "This book contains a comparative study of methods and models for the management of learner models in adaptive educational hypermedia, and a presentation of the rules of development Bayesian networks from the unified modeling language"--
Carrier Form: 17 PDFs (xvi, 199 pages)
Bibliography: Includes bibliographical references and index.
ISBN: 9781522574149
Access: Restricted to subscribers or individual electronic text purchasers.
Index Number: LB1028
CLC: G434
Contents: Section 1. Chapter 1. A comparative study of the functionalities and characteristics of a learner model in adaptive hypermedia educational systems ; Chapter 2. A comparative study of the modeling techniques and models of a learner model in adaptive hypermedia educational systems ; Chapter 3. Development of bayesian networks from use case diagrams for managing the learner model -- Section 2. Chapter 4. A learner model based on bayesian networks in adaptive educational hypermedia systems ; Chapter 5. The determination of learning styles in a learner model using the combination of Bayesian network and the overlay model ; Chapter 6. The combination of bayesian networks and stereotypes to initialize the learner model in adaptive educational hypermedia systems ; Chapter 7. A learner model based on multi-entity Bayesian networks in adaptive hypermedia educational systems.

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