Advances in Personalized Web-Based Education [[electronic resource] /] / by Konstantina Chrysafiadi, Maria Virvou
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| Autore: |
Chrysafiadi Konstantina
|
| Titolo: |
Advances in Personalized Web-Based Education [[electronic resource] /] / by Konstantina Chrysafiadi, Maria Virvou
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Edizione: | 1st ed. 2015. |
| Descrizione fisica: | 1 online resource (171 p.) |
| Disciplina: | 006.3 |
| 006.7 | |
| 371.33 | |
| 620 | |
| Soggetto topico: | Computational intelligence |
| Artificial intelligence | |
| Educational technology | |
| Multimedia information systems | |
| Computational Intelligence | |
| Artificial Intelligence | |
| Educational Technology | |
| Multimedia Information Systems | |
| Persona (resp. second.): | VirvouMaria |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | Introduction -- Student Modeling for Personalized Education: A Review of the Literature -- Student Modeling for Personalized Education: A Review of the Literature -- A Novel Hybrid Student Model for Personalized Education -- Evaluation -- Conclusions. |
| Sommario/riassunto: | This book aims to provide important information about adaptivity in computer-based and/or web-based educational systems. In order to make the student modeling process clear, a literature review concerning student modeling techniques and approaches during the past decade is presented in a special chapter. A novel student modeling approach including fuzzy logic techniques is presented. Fuzzy logic is used to automatically model the learning or forgetting process of a student. The presented novel student model is responsible for tracking cognitive state transitions of learners with respect to their progress or non-progress. It maximizes the effectiveness of learning and contributes, significantly, to the adaptation of the learning process to the learning pace of each individual learner. Therefore the book provides important information to researchers, educators and software developers of computer-based educational software ranging from e-learning and mobile learning systems to educational games including stand alone educational applications and intelligent tutoring systems. |
| Titolo autorizzato: | Advances in Personalized Web-Based Education |
| ISBN: | 3-319-12895-7 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910299706103321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Intelligent Systems Reference Library, . 1868-4394 ; ; 78