Naslov
Knowledge Tracking Variables in Intelligent Tutoring Systems

Autori
Grubišić, Ani ; Stankov, Slavomir ; Žitko, Branko ; Šarić, Ines ; Tomaš, Suzana ; Brajković, Emil ; Volarić, Tomislav ; Vasić, Daniel ; Dodaj, Arta

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni

Skup
The 9th International Conference on Computer Supported Education

Mjesto i datum
Porto, Portugal, 21.04.2017. - 23.04.2017

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Intelligent Tutoring Systems, Learning Analytics

Sažetak
In this research we propose a comprehensive set of knowledge indicators aimed to enhance learners’ selfreflection and awareness in the learning and testing process. Since examined intelligent tutoring systems do not include additional messaging features, the introduction of common set of knowledge indicators differentiates our approach from the previous studies. In order to investigate the relation between proposed knowledge indicators and learner performance, the correlation and regression analysis were performed for 3 different courses and each examined intelligent tutoring system. The results of correlation and regression analysis, as well as learners’ feedback, guided us in discussion about the introduction of knowledge indicators in dashboard-like visualizations of integrated intelligent tutoring system.

Izvorni jezik
Engleski

Znanstvena područja
Psihologija

POVEZANOST RADA