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undergraduate thesis
Vrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:328915
Babić, Antonio
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Babić, A. (2022). Vrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:328915

Babić, Antonio. "Vrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:328915

Babić, Antonio. "Vrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:328915

Babić, A. (2022). 'Vrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 29 August 2024, https://urn.nsk.hr/urn:nbn:hr:168:328915

Babić A. Vrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 August 29] Available at: https://urn.nsk.hr/urn:nbn:hr:168:328915

A. Babić, "Vrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:328915

Metadata
TitleVrednovanje doprinosa pojedinih igrača za vrijeme nogometne utakmice
Title (english)Evaluating the contributions of individual players during a football match
AuthorAntonio Babić
MentorDario Bojanjac (mentor)
Committee memberDario Bojanjac (predsjednik povjerenstva)
Committee memberFilip Turčinović (član povjerenstva)
Committee memberLeo Vincelj (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-08, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Rad proučava VAEP model koji vrednuje doprinos svakog igrača dodjeljivanjem ocjene za svaku akciju koju napravi na lopti. Ako je akcija više pridonijela napadu u postizanju pogotka bit će pozitivno ocijenjen u suprotnom negativno. Prolazi se kroz podatke koji su dostupni, iz dostupnih informacija za akcije se generiraju nove koje se koriste za strojno učenje. Model se optimira kako bi imao što bolja predviđanja. Po uzoru na naučeni model radi se novi modeli koji su svi trenirani različitim utakmicama. Ocjenjuju se igrači jedne lige te se proučava kakav stil igre pristaje kojim igračima.
Abstract (english)
This paper examines VAEP model which evaluates contribution of a football player by grading every action he makes in a game. If his action contributed to developing their attack and got his team closer to the oppositions goal he will get a positive grade, but if the action benefited the opposition grade will be negative. We go through available data and generate new features for football actions from already existing information. Model is trained by a machine learning algorithm and optimised so that model gives best possible predictions. On a same basis we develop six different models where each contains matches from exclusively one league. We evaluate players from one league with every model and then analyse the differences in evaluation and preferences of players different leagues style of play.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:328915
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 on2023-01-15 09:41:55