國立高雄大學圖資館 |

Language: English

Back

E-learning systemsintelligent techni...

Klasnja-Milicevic, Aleksandra.

E-learning systemsintelligent techniques for personalization /

Record Type:	Electronic resources : Monograph/item
Title/Author:	E-learning systemsby Aleksandra Klasnja-Milicevic ... [et al.].
Reminder of title:	intelligent techniques for personalization /
other author:	Klasnja-Milicevic, Aleksandra.
Published:	Cham :Springer International Publishing :2017.
Description:	xxiii, 294 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Artificial Intelligence (incl. Robotics)
Online resource:	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

E-learning systemsintelligent techniques for personalization /
LDR:02176nmm a2200325 a 4500 001 504603
003 DE-He213
005 20160719134414.0
006 m d
007 cr nn 008maaau
008 171030s2017 gw s 0 eng d
020 $a 9783319411637$q(electronic bk.)
020 $a 9783319411613$q(paper)
024 7 $a 10.1007/978-3-319-41163-7 $2 doi
035 $a 978-3-319-41163-7
040 $a GP $c GP
041 0 $a eng
050 4 $a LB1044.87
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 371.358 $2 23
090 $a LB1044.87 $b .E11 2017
245 0 0 $a E-learning systems $h [electronic resource] : $b intelligent techniques for personalization / $c by Aleksandra Klasnja-Milicevic ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xxiii, 294 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Intelligent systems reference library, $x 1868-4394 ; $v v.112
505 0 $a 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.
520 $a 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.
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 252959
650 0 $a Web-based instruction. $3 243333
650 1 4 $a Engineering. $3 210888
650 2 4 $a Computational Intelligence. $3 338479
650 2 4 $a Educational Technology. $3 276609
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
700 1 $a Klasnja-Milicevic, Aleksandra. $3 769465
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Intelligent systems reference library ; $v v.24. $3 558591
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-41163-7
950 $a Engineering (Springer-11647)