20.500.12556/RUL-100264 Analiza in primerjava metod za ocenjevanje uspešnosti košarkarjev Analysis and comparison of methods for evaluating basketball player efficiency Namen diplomskega dela je analiza statistike košarkarjev in iskanje najboljšega načina za ocenjevanje uspešnosti košarkarja. V prvem delu je opisano zbiranje podatkov s treh različnih spletnih strani: stran Evrolige, stran prve španske lige ACB in stran nemške košarkaške lige BBL. V drugem delu so predstavljeni postopki izračunov štirih različnih ocen uspešnosti: Performance Index Rating (PIR), Player Efficency Rating (PER), Four Factors (FF) in Wins Produced (WP). V zadnjem delu so ocene med seboj primerjane glede na tri različne kriterije: iskanje najboljših igralcev v sezoni, spreminjanje ocen uspešnosti preko sezon in uspešnost napovedovanja zmage. Del naloge je posvečen tudi analizi sprememb ocen košarkarjev, ko ti igrajo v različnih ligah. The aim of the thesis is basketball player analysis and determining the best way to estimate player efficency. The first part is dedicated to collecting data from three different web sites: Euroleague home page, Spanish ACB league home page and German BBL league home page. The second part describes four different metrics: Performance Index Rating (PIR), Player Efficency Rating (PER), Four Factors (FF), Wins Produced (WP) and how to compute them. The final part is dedicated to comparing these metrics on three different criteria: finding the best players in the season, performance rating changes across different seasons and win forecasting. Investigation is made about, how efficency estimates change when basketball players play in different leagues. košarka zbiranje podatkov statistika analiza podatkov basketball web scraping statistics data analysis true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2018-03-19 14:15:07 2018-03-19 14:15:09 2022-08-24 17:25:59 0000-00-00 00:00:00 2018 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 1970-01-01 20415 Luci_Jernej_-_Analiza_in_primerjava_metod_za_ocenjevanje_uspesnosti_kosarkarjev.pdf Luci_Jernej_-_Analiza_in_primerjava_metod_za_ocenjevanje_uspesnosti_kosarkarjev.pdf 1 7EA73966ECB8736E42F599286CAE73F1 4522d51c6dba1f5292d343cee49843dd04e0f4616e0e2aad456902445d458e9e b5c6280e-a1b4-11eb-a523-00155dcfd717 20.500.12556/rul/c862138d-8f50-40f1-bcbf-8913851afb49 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=109994 Fakulteta za računalništvo in informatiko 0 0 0