prikaz prve stranice dokumenta Grupiranje korisnika video igre na temelju ponašanja
No public access
undergraduate thesis
Grupiranje korisnika video igre na temelju ponašanja
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:342836
Miklec, Mihael
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Miklec, M. (2021). Grupiranje korisnika video igre na temelju ponašanja (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:342836

Miklec, Mihael. "Grupiranje korisnika video igre na temelju ponašanja." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:342836

Miklec, Mihael. "Grupiranje korisnika video igre na temelju ponašanja." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:342836

Miklec, M. (2021). 'Grupiranje korisnika video igre na temelju ponašanja', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 25 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:342836

Miklec M. Grupiranje korisnika video igre na temelju ponašanja [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 June 25] Available at: https://urn.nsk.hr/urn:nbn:hr:168:342836

M. Miklec, "Grupiranje korisnika video igre na temelju ponašanja", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:342836

Metadata
TitleGrupiranje korisnika video igre na temelju ponašanja
Title (english)Clustering of video game users based on their behavior
AuthorMihael Miklec
MentorMirko Sužnjević (mentor)
Committee memberMirko Sužnjević (predsjednik povjerenstva)
Committee memberIrena Oršolić (član povjerenstva)
Committee memberDemijan Grgić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-09-02, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Electrical Engineering
Abstract
U sklopu završnog rada napravljeni su robustan parser i alati za provedbu statističke analize i grupiranje korisnika u besplatnoj mobilnoj igri. Parser parsira veliki skup podataka zapisan u obliku JSON objekata u tekstualnim datotekama i sprema zabilježene događaje u PostgreSQL bazu podataka. Zatim na osnovu tih događaja gradi profile igrača sa svim bitnim stavkama. Opisane su korištene statističke metode u analizi, domena iz koje dolaze korišteni podatci te algoritmi nenadziranog strojnog učenja (k-Means i DBSCAN) koji su bili korišteni za grupiranje igrača na temelju ponašanja. Izloženi su dobiveni rezultati statističkih analiza i grupiranja korisnika.
Abstract (english)
In the scope of the final thesis, a robust parser and toolset was developed to handle statistical analysis and clustering of users in a free-to-play mobile game. The parser parses through a large dataset comprised of JSON objects written in text files, and then saves the game events of interest to a PostgreSQL database. Then it builds user profiles that have all the necessary and informative data. The thesis describes statistical methods used in analysis and unsupervised machine learning algorithms (k-Means and DBSCAN) used for grouping players based on their behavior.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:342836
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
Access conditionsClosed access
Terms of useLicence In copyright icon
Public note
Created on2023-01-13 13:09:31