Association Rule Mining and Visualization of Introductory Programming Course Activities (CROSBI ID 632319)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Matetić, Maja ; Brkić Bakarić, Marija ; Šišović, Sabina
engleski
Association Rule Mining and Visualization of Introductory Programming Course Activities
In introductory programming courses instructors usually experiment by introducing new activities based on new technologies in order to promote learning and achievement. This paper presents a case study from the Department of Informatics at the University of Rijeka where a blended course Programming 2 offers new supportive activities to students. The work gives objective evaluation of these activities implementing data mining on Moodle log data using the Apriori method and interactive visualization.
apriori method ; association rule mining ; educational data mining ; visualization
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Podaci o prilogu
374-381.
2015.
objavljeno
Podaci o matičnoj publikaciji
CompSysTech Conference Proceedings ; 2015 - ACM International Conference Proceeding Series, Vol. 1008
Rachev, Boris ; Smrikarov, Angel
Dublin: Association for Computing Machinery (ACM)
Podaci o skupu
16-th International Conference on Computer Systems and Technologies, CompSysTech'16
predavanje
25.06.2015-26.06.2015
Dublin, Irska