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Pregled bibliografske jedinice broj: 693798

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Autori: Holenko Dlab, Martina; Hoić-Božić, Nataša
Naslov: Recommender System for Web 2.0 Supported eLearning
Izvornik: Proceedings of 2014 IEEE Global Engineering Education Conference (EDUCON)
Skup: 2014 IEEE Global Engineering Education Conference (EDUCON)
Mjesto i datum: Istanbul, Turkey, 3-5.04.2014.
Ključne riječi: 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.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 0036041
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo
Upisao u CROSBI: Martina Holenko (mholenko@inf.uniri.hr), 11. Tra. 2014. u 19:24 sati



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