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E-learning systemsintelligent techni...

Klasnja-Milicevic, Aleksandra.

E-learning systemsintelligent techniques for personalization /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	E-learning systemsby Aleksandra Klasnja-Milicevic ... [et al.].
其他題名:	intelligent techniques for personalization /
其他作者:	Klasnja-Milicevic, Aleksandra.
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	xxiii, 294 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Artificial Intelligence (incl. Robotics)
電子資源:	http://dx.doi.org/10.1007/978-3-319-41163-7
ISBN:	9783319411637$q(electronic bk.)

E-learning systemsintelligent techniques for personalization /
E-learning systemsintelligent techniques for personalization /[electronic resource] :by Aleksandra Klasnja-Milicevic ... [et al.]. - Cham :Springer International Publishing :2017. - xxiii, 294 p. :ill. (some col.), digital ;24 cm. - Intelligent systems reference library,v.1121868-4394 ;. - Intelligent systems reference library ;v.24..

Part I Preliminaries -- Part II E-Learning Systems Personalization -- Part III Semantic Web Technologies in E-Learning -- Part IV Case Study: Design and Implementation of Tutoring System -- Part V Evaluation and Discussion.

This monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific knowledge. A new approach to perform effective personalization based on Semantic web technologies achieved in a tutoring system is presented. This approach incorporates a recommender system based on collaborative tagging techniques that adapts to the interests and level of students' knowledge. These innovations are important contributions of this monograph. Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language. The monograph is directed to, students and researchers interested in the e-learning and personalization techniques.

ISBN: 9783319411637$q(electronic bk.)

Standard No.: 10.1007/978-3-319-41163-7doiSubjects--Topical Terms:

252959
Artificial Intelligence (incl. Robotics)

LC Class. No.: LB1044.87

Dewey Class. No.: 371.358

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