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Intelligent and Adaptive Educational-Learning Systems: Achievements and Trends

Intelligent and Adaptive Educational-Learning Systems: Achievements and Trends
Kataloginformation
Feldname Details
Vorliegende Sprache eng
Hinweise auf parallele Ausgaben 37195634X Buchausg. u.d.T.: ‡Intelligent and adaptive educational-learning systems
ISBN 978-3-642-30170-4
Name Peña-Ayala, Alejandro
T I T E L Intelligent and Adaptive Educational-Learning Systems
Zusatz zum Titel Achievements and Trends
Verlagsort Berlin, Heidelberg
Verlag Springer
Erscheinungsjahr 2013
2013
Umfang Online-Ressource (XII, 524 p. 175 illus, digital)
Reihe Smart Innovation, Systems and Technologies ; 17
Notiz / Fußnoten Includes bibliographical references and author index
Weiterer Inhalt Title; Preface; Contents; Part I: Modeling; Part II: Content; Part III: Virtuality; Part IV: Applications; Affective Modeling for an Intelligent Educational Environment; Introduction; Trends and Related Work; Modeling Affective Behavior; The Affective Student Model; Building the Affective Student Model; Evaluation of the Model; Results; Discussion; Conclusions and Future Work; References; ALEM: A Reference Model for Educational Adaptive Web Applications; Introduction; Adaptive Hypermedia Reference Models; The Munich Model; The ALEM Model; Domain Model; Learner Model; Adaptation Model. Course Structuring ModelThe Process of Generating the Appropriate Curriculum; UML Tutor System; UML Tutor Architecture; Learning Process in the UML Tutor system; Modules of UML Tutor; Case Study; Conclusions; References; Proactive Sequencing Based on a Causal and Fuzzy Student Model; Introduction; Conceptual Model; Architecture; Algorithm; Underlying Elements; Generation of Concepts and Judgments; A Profile of Causality; Cognitive Maps; Formal Representation of the Student Model; Fuzzy Knowledge; Fuzzy Reasoning; Fuzzy-Causal Reasoning; Knowledge Acquisition. Development of the Student's ProfileDevelopment of the Content's Profile; Knowledge Representation; Repositories of the Student Model; Repositories of the Content's Profile; Semantic Representation; Representation of Causal Relationships; Cognitive Mapping; Architecture; Process; Outcome; Simulation; Inference Flow; Inference at Concept Layer; Experiment; Development; Statistical Analysis; Conclusions and Future Work; References; Exploiting Learner Models Using Data Mining for E-Learning: A Rule Based Approach; Introduction; Related Work; Basic Concepts; Control in E-Learning; Learner Model. Business Processes and E-Learning ProcessesProcess Mining and E-Learning Processes; Framework for Optimizing E-Learning Processes; Exploiting Learner Models Using Process Mining; Integrated Approach; Implementation; Concept Integration into an Existing Architecture; Implementation Scenario Based on Open Source Tools; Conclusion; References; A Study of a Learning Style Index to Support an Intelligent and Adaptive Learning Systems; Introduction; Learning Style Index; Enhanced Learning Style Index; Implementation; Web Application; Support for Intelligent and Adaptive Learning Systems. ApplicationActive/Reflective; Sensory/Intuitive; Visual/Verbal; Sequential/Global; Social/Emotional; Integration into Intelligent and Adaptive E-Learning System; Learning Activities; Conclusion; References; GRAPPLE1: Learning Management Systems Meet Adaptive Learning Environments; Introduction; Adaptive Learning Methods and Techniques; Creating Adaptive Course Material for GRAPPLE; The Domain Tool; The Course Tool; Pedagogical Relationship Types; The GRAPPLE Infrastructure; Teaching and Learning Experience Using Adaptation; The Milkyway Example; Authoring Experiments; Learning Experiments. Conclusions and Future Work
Titelhinweis Buchausg. u.d.T.: ‡Intelligent and adaptive educational-learning systems
ISBN ISBN 978-3-642-30171-1
Klassifikation UYQ
COM004000
*97-06
00B15
006.3
Q342
DP 1960
Kurzbeschreibung The Smart Innovation, Systems and Technologies book series encompasses the topics of knowledge, intelligence, innovation and sustainability. The aim of the series is to make available a platform for the publication of books on all aspects of single and multi-disciplinary research on these themes in order to make the latest results available in a readily-accessible form. This book is devoted to the "Intelligent and Adaptive Educational-Learning Systems”. It privileges works that highlight key achievements and outline trends to inspire future research. After a rigorous revision process twenty manuscripts were accepted and organized into four parts: Modeling, Content, Virtuality and Applications. This volume is of interest to researchers, practitioners, professors and postgraduate students aimed to update their knowledge and find out targets for future work in the field of artificial intelligence on education.
1. Schlagwortkette E-Learning
World Wide Web 2.0
Lernumwelt
Lerntechnik
Aufsatzsammlung
Aufsatzsammlung
ANZEIGE DER KETTE E-Learning -- World Wide Web 2.0 -- Lernumwelt -- Lerntechnik -- Aufsatzsammlung -- Aufsatzsammlung
SWB-Titel-Idn 37343216X
Signatur Springer E-Book
Bemerkungen Elektronischer Volltext - Campuslizenz
Elektronische Adresse $uhttp://dx.doi.org/10.1007/978-3-642-30171-1
Internetseite / Link Volltext
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Siehe auch Inhaltstext
Siehe auch Volltext
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Siehe auch Inhaltstext
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