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Recommender System for Web 2.0 Supported eLearning


Holenko Dlab, Martina; Hoić-Božić, Nataša
Recommender System for Web 2.0 Supported eLearning // Proceedings of 2014 IEEE Global Engineering Education Conference (EDUCON)
Istanbul, Turkey, 2014. str. 953-956 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Recommender System for Web 2.0 Supported eLearning

Autori
Holenko Dlab, Martina ; Hoić-Božić, Nataša

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of 2014 IEEE Global Engineering Education Conference (EDUCON) / - , 2014, 953-956

ISBN
978-1-4799-3190-3

Skup
2014 IEEE Global Engineering Education Conference (EDUCON)

Mjesto i datum
Istanbul, Turkey, 3-5.04.2014

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Recommender system; Web 2.0 tools; e-tivities; e-learning
(Recommender system; Web 2.0 tools; e-tivities; e learning)

Sažetak
The paper presents the work-in-progress with the aim to develop recommender system for personalization of activities in e-learning 2.0 environment. The main components of the proposed system are activity, student and group models, and recommender module. Activity model will be used for learning design representation and will include items that could be recommended to students: e-tivities, possible collaborators, tools, and advices. To provide recommendations tailored to the student's and group's characteristics, an important component of the system will include student and group models. The emphasis of the research is on the procedures for assessing the student's (group's) activity level based on the data collected from the third party services (Web 2.0 tools). Student's model will also represent knowledge level and preferences. The recommender module will include original pedagogical rules together with the algorithms that adapt known recommendations techniques to the educational context.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
0036041

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
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