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undergraduate thesis
Primjena klasifikacijske analize u edukacijskoj domeni
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. urn:nbn:hr:168:871012
Miloš, Matteo
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Miloš, M. (2017). Primjena klasifikacijske analize u edukacijskoj domeni (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:871012

Miloš, Matteo. "Primjena klasifikacijske analize u edukacijskoj domeni." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:871012

Miloš, Matteo. "Primjena klasifikacijske analize u edukacijskoj domeni." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2017. https://urn.nsk.hr/urn:nbn:hr:168:871012

Miloš, M. (2017). 'Primjena klasifikacijske analize u edukacijskoj domeni', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 28 September 2024, https://urn.nsk.hr/urn:nbn:hr:168:871012

Miloš M. Primjena klasifikacijske analize u edukacijskoj domeni [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2017 [cited 2024 September 28] Available at: https://urn.nsk.hr/urn:nbn:hr:168:871012

M. Miloš, "Primjena klasifikacijske analize u edukacijskoj domeni", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2017. Available at: https://urn.nsk.hr/urn:nbn:hr:168:871012

Metadata
TitlePrimjena klasifikacijske analize u edukacijskoj domeni
Title (english)Application of Classification Analysis in the Educational Domain
AuthorMatteo Miloš
MentorDamir Pintar (mentor)
Committee memberDamir Pintar (predsjednik povjerenstva)
Committee memberMihaela Vranić (član povjerenstva)
Committee memberLuka Humski (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2017-07-10, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu obradili smo proces dubinske analize podataka u edukacijskoj domeni (EDM). Kroz prvih par poglavlja, fokusirali smo se na znanstvene discipline iz kojih je proizašao i čijim se metodama koristi EDM, a to su rudarenje podataka i strojno učenje. Također, objasnili smo i kako se razvijalo polje EDM-a te pristupe koji se koriste u analizi. U zadnjem poglavlju smo odradili praktični dio završnog rada, a to je primjena klasifikacijskih metoda kod dubinske analize podataka u edukacijskoj domeni. Analize smo proveli koristeći programski jezik R i dva klasifikacijska algoritma (k-NN algoritam i logistička regresija) te smo prikazali njihov način učenja, a u konačnici i rezultate (uspješnost učenja) tih algoritama.
Abstract (english)
In this thesis we have described the educational data mining process. Through the first few chapters, our main focus was on science fields which have preceded and whose methods are used in EDM, which are data mining and machine learning. Also, we have explained development of EDM and main approaches that are used in analysis. In the last chapter we did the practical part of this work, and that was application of classification methods in educational data mining. Analysis were conducted using programming language R and two classification algorithms (k-NN algorithm and logistic regression) and in those analysis we have shown in which way are these algorithms learning and results (level of success) which they produce.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:871012
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2019-03-13 23:10:59