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Exploring the Usage of an Adaptive Learning System for Elementary School Math Classes (CROSBI ID 725755)

Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija

Borotić, Gordana ; Gledec, Gordan ; Jagušt, Tomislav Exploring the Usage of an Adaptive Learning System for Elementary School Math Classes // Central European conference on information and intelligent systems / Vrček, Neven ; Guàrdia, Lourdes ; Grd, Petra (ur.). 2022. str. 263-268

Podaci o odgovornosti

Borotić, Gordana ; Gledec, Gordan ; Jagušt, Tomislav

engleski

Exploring the Usage of an Adaptive Learning System for Elementary School Math Classes

In this paper, we present the preliminary results of testing an adaptive learning system on tablet computers developed for mathematics classes in the lower grades of primary school. The developed system consists of two parts: the mobile application for repetition and revision of math exercises, and an administrative interface, through which teachers can create new tasks, monitor students’ progress, and analyse the results of each student. The adaptivity algorithm, based on various available information, assesses the current knowledge level of each student and populates a list of next tasks with ones of appropriate difficulty. The preliminary study was conducted with a small class of third-grade students, and the results show that the adaptivity algorithm generally successfully assessed the students' knowledge level (the level which coincides with the teacher's assessment). Exceptions and border case issues are analysed in detail, and improvements to the algorithm are suggested.

adaptive learning, adaptive systems, technology-enhanced learning, primary education

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Podaci o prilogu

263-268.

2022.

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objavljeno

Podaci o matičnoj publikaciji

Central European conference on information and intelligent systems

Vrček, Neven ; Guàrdia, Lourdes ; Grd, Petra

Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu

1847-2001

1848-2295

Podaci o skupu

33rd Central European Conference on Information and Intelligent Systems (CECIIS 2022)

predavanje

21.09.2022-23.09.2022

Dubrovnik, Hrvatska

Povezanost rada

Računarstvo