Grafički prikaz rezultata analize nogometnih utakmica i predviđanje rezultata

master's thesis

• Title (english): Graphical representation of results of football match analysis and results prediction
• Author: Ivan Biškup
• Mentor: Boris Vrdoljak (mentor)
• Committee member: Boris Vrdoljak (predsjednik povjerenstva)
• Committee member: Mario Brčić (član povjerenstva)
• Committee member: Damir Pintar (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2020-07-07, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Electrical Engineering

Abstract

U sklopu diplomskog rada prikupljeni su statistički podatci o nogometnim utakmicama te je napravljena aplikacija koja omogućava korisniku pregled statistike sudaca, momčadi te međusobni omjer momčadi. Pod statistiku se podrazumijeva primjerice broj dodijeljenih žutih i crvenih kartona pojedinog sudca, kako neka momčad igra na domaćem terenu, kako u gostima, broj kartona, broj primljenih i zabijenih golova, prekršaja, kornera neke momčadi itd. Također je korisnik dobio i grafički prikaz statistike. Na kraju su kreirani modeli za predviđanje rezultata te zbroj golova i testirani na utakmicama. Korisniku je omogućeno da kroz sučelje vidi predviđanje rezultata i zbroja golova za odabrani međusobni omjer timova.

Abstract (english)

As part of the graduate work statistics of football matches were collected and was created application which allows to the users to see statistics of referees, teams and head-to-head matches. The statistics includes the numbers of yellow and red cards that referee gave it, how some team play at home, how at away, numbers of cards, goals they scored and received, fouls, corners some team etc. Also, user can see graphical representation of statistics. At the end, models were created for predictions of results and number of goals and they were tested on real matches. User through application can see predictions of results and number of goals for selected teams in head-to-head matches.

• Keywords: analiza; nogomet; utakmica; predviđanje; rezultat; statistika; Python; SQL developer; baza podataka
• Keywords (english): analysis; football; match; prediction; result; statistics; Python; SQL developer; database
• Language: croatian
• URN:NBN: urn:nbn:hr:168:012034
• Study programme: Title: Information and Communication Technology; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije (magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-13 09:47:48