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master's thesis
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Learning analytics in e- learning systems
Natko Bajić (2017)
University of Split
University of Split, Faculty of science
Department of Informatics
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Bajić, N. (2017). Analitika učenja u sustavima e-učenja (Master's thesis). Retrieved from https://urn.nsk.hr/urn:nbn:hr:166:909825

Bajić, Natko. "Analitika učenja u sustavima e-učenja." Master's thesis, University of Split, University of Split, Faculty of science, 2017. https://urn.nsk.hr/urn:nbn:hr:166:909825

Bajić, Natko. "Analitika učenja u sustavima e-učenja." Master's thesis, University of Split, University of Split, Faculty of science, 2017. https://urn.nsk.hr/urn:nbn:hr:166:909825

Bajić, N. (2017). 'Analitika učenja u sustavima e-učenja', Master's thesis, University of Split, University of Split, Faculty of science, accessed 23 March 2019, https://urn.nsk.hr/urn:nbn:hr:166:909825

Bajić N. Analitika učenja u sustavima e-učenja [Master's thesis]. Split: University of Split, University of Split, Faculty of science; 2017 [cited 2019 March 23] Available at: https://urn.nsk.hr/urn:nbn:hr:166:909825

N. Bajić, "Analitika učenja u sustavima e-učenja", Master's thesis, University of Split, University of Split, Faculty of science, Split, 2017. Available at: https://urn.nsk.hr/urn:nbn:hr:166:909825

Metadata
TitleAnalitika učenja u sustavima e-učenja
Title (english)Learning analytics in e- learning systems
AuthorNatko Bajić
MentorAni Grubišić (mentor)
Committee memberAni Grubišić (predsjednik povjerenstva)
Committee memberBranko Žitko (član povjerenstva)
Committee memberDivna Krpan (član povjerenstva)
GranterUniversity of Split
University of Split, Faculty of science
(Department of Informatics)
Split
Defense date and country2017-09-25, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Ovaj diplomski rad započinje pregledom razvoja, ideja i nekih ostvarenih inteligentnih tutorskih sustava, nakon čega je detaljno opisana njihova danas široko prihvaćena arhitektura u vidu četiri modula. Nastavlja se pogledom na analitiku učenja iz perspektive vodećih istraživača tog područja, danas neizostavne pedagoške znanstvene discipline te se zaključuje o njenoj primjeni u inteligentnim tutorskim sustavima, ističući povezanost ova dva područja istraživanja. Predstavljene su osnovne zamisli inteligentnog tutorskog sustava AC-ware Tutor, koji posebnu pažnju pridaje modulu učenika i koristi se na splitskom PMF-u od 2012. g. Podaci o radu studenata iskorišteni su za prikaz podataka o napretku za vrijeme njihovog učenja. Za obradu se koristi programskom paketu RStudio, integriranom programskom okruženju za jezik R, najpopularnijeg alata u analitici učenja, čije su osnove također metodički objašnjene kroz konkretne primjere, a dane su i idejne smjernice za buduća istraživanja u analitici učenja.
Abstract (english)
This thesis starts with the overview of development, ideas and evaluation of intelligent tutoring systems, after which widely accepted architecture of its four modules is described in detail. Paper is continued with a synthesis of learning analytics from its prominent researcher's point of view, concluding with application in intelligent tutoring systems while highlighting synergy of these two academic disciplines. Basic ideas of intelligent tutoring system AC-ware Tutor are presented. This system is focused on student module and came into use in 2012 on Faculty of science, University of Split. Student data from this system were logged and now used for representation of their learning progress. Data was processed in RStudio, an integrated development environment for R language, the most popular tool in learning analytics. Its basics are also methodically explained through the examples. Some ideas for direction of future research on this system in learning analytics are also given.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:166:909825
Study programmeTitle: Fizika i informatika; smjerovi: nastavnički
Study programme type: sveučilišni
Study level: diplomski
Academic / professional title: magistar/magistra edukacije fizike i informatike (magistar/magistra edukacije fizike i informatike)
Type of resourcetext
File originBorn digital
Access conditionsOpen access
Terms of usehttp://creativecommons.org/licenses/by-nc-nd/4.0/
Created on2018-03-16 18:36:47