20.500.12556/RUL-189331 Zgodovinski pregled športne analitike na področju nogometa magistrsko delo A historical overview of sports analytics in football Športna analitika predstavlja pomembno področje sodobnega športa, saj omogoča sistematično zbiranje, obdelavo in interpretacijo podatkov, pridobljenih iz športne izvedbe. Njen razvoj je bil tesno povezan z razvojem tehnologije, ki je omogočil zbiranje vedno večjega obsega in raznolikosti podatkov. Nogomet je zaradi kompleksnosti igre, velikega števila sodelujočih dejavnikov ter vse večje količine razpoložljivih podatkov postal eno izmed pomembnejših področij uporabe sodobnih analitičnih pristopov. Analitika se je tako razvila od osnovnega beleženja dogodkov in opisovanja statističnih podatkov do uporabe naprednih statističnih metod, ki jih obravnavamo s pomočjo umetne inteligence. Metode: Uporabljena je bila deskriptivna metoda dela, ki je temeljila na pregledu znanstvene in strokovne literature ter sistematični obravnavi razvoja analitike in različnih pristopov skozi zgodovino nogometa. Rezultati: Ugotovitve kažejo, da sodobna nogometna analitika omogoča podrobnejše proučevanje taktičnih, tehničnih in telesnih vidikov igre ter pomembno podpira skavting, vrednotenje igralcev, pripravo na tekme, telesno pripravo in odločanje v klubih. Razvoj umetne inteligence dodatno omogoča obdelavo kompleksnih podatkovnih zbirk in prepoznavanje vzorcev, ki jih s tradicionalnimi pristopi težje zaznamo. Hkrati je analiza pokazala pomembnost ustrezne interpretacije podatkov, njihove kakovosti ter vključevanja strokovnega znanja. Zaključek: Športna analitika predstavlja pomemben dejavnik razvoja sodobnega nogometa, vendar ne more v celoti nadomestiti človeške presoje. Nadaljnji razvoj bo predvidoma temeljil na povezovanju umetne inteligence, naprednih podatkovnih pristopov in strokovnega človeškega znanja. Sports analytics represents an important field of modern sport, as it enables the systematic collection, processing, and interpretation of data obtained from sports performance. Its development has been closely linked to technological advancements, which have enabled the collection of increasingly large and diverse amounts of data. Due to the complexity of the game, the large number of contributing factors, and the growing amount of available data, football has become one of the most important areas for the application of modern analytical approaches. Analytics has therefore evolved from basic event recording and the description of statistical data to the use of advanced statistical methods supported by artificial intelligence. Methods: A descriptive research method was used, based on a review of scientific and professional literature and a systematic examination of the development of analytics and various analytical approaches throughout the history of football. Results: The findings indicate that modern football analytics enables a more detailed examination of the tactical, technical, and physical aspects of the game and provides important support for scouting, player evaluation, match preparation, physical preparation, and decision-making within clubs. The development of artificial intelligence additionally enables the processing of complex datasets and the identification of patterns that are more difficult to detect using traditional approaches. At the same time, the analysis highlighted the importance of appropriate data interpretation, data quality, and the integration of professional expertise. Conclusion: Sports analytics represents an important factor in the development of modern football; however, it cannot fully replace human judgement. Future development is expected to be based on the integration of artificial intelligence, advanced data-driven approaches, and human expertise. Športna analitika zgodovina nogomet Sports analytics history football true false false Slovenski jezik Angleški jezik Magistrsko delo/naloga 2026-10-04 07:15:31 2026-10-04 07:15:45 2026-10-15 14:03:09 0000-00-00 00:00:00 2026 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 71897 301094659 37033.pdf 37033.pdf 1 2A3BB3273A0ED27A89586D36A5E75485 3c0f495dd4fc19a8e207511a8c3c1e33e20b5de473a6f080f5dcb8da25b51b8e 98faa727-bfb2-11f1-8bc5-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=249803 Fakulteta za šport 0 0 0