Analiza podataka u sportskim igrama

undergraduate thesis

• Title (english): Analyzing Sport Games Data
• Author: Ana Šutalo
• Mentor: Damir Pintar (mentor)
• Committee member: Damir Pintar (predsjednik povjerenstva)
• Committee member: Luka Humski (član povjerenstva)
• Committee member: Matija Šulc (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-02-11, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Cilj ovog rada je odrediti koji elementi odbojkaške igre najviše utječu na ostvarivanje što boljih rezultata (pobjeda). Korišteni su podaci sa ženskog europskog prvenstva 2019. godine. Igra je podijeljena na 6 elemenata: servis, prijem servisa, dizanje, napad, blok i obranu. Za svaki element osim dizanja izračunata je uspješnost izvođenja istog prema kriteriju koji koristi svjetska odbojkaška federacija (FIVB). Pokazalo se da najbolje ekipe ostvaruju najveću prednost u napadu, bloku i prijemu. Servis i obrana manje utječu na konačan rezultat zbog prirode njihova izvođenja --- to su akcije nakon kojih se najčešće nadigravanje nastavlja. Dizanje je isključeno iz analize zbog ovisnosti o akcijama koje mu prethode (prijem ili obrana) i slijede(napad). Rezultati mogu pomoći trenerima i igračima za pripremu vlastitih treninga ili razvoj taktike za natjecanje.

Abstract (english)

The purpose of this study was to evaluate the importance of technical skills in volleyball and it's impact on overall succes. Data used in this study are from the 2019 Women's European Volleyball Championship. The game itself is divided into 6 skills: serve, reception, set, attack, block and dig. For each skill, except for the set, the efficacy is calculated using the FIVB's criteria. The results show that the best teams outperformed others in attack, block and reception. On the other hand, serve and dig are less significant for the final result --- the rally mostly continues after the mentioned actions. Set is excluded from the analysis because of its dependency on previous (reception or dig) and next (attack) action. Coaches and players could benefit from the results in the process of coaching or planning the winning strategy.

• Keywords: analiza podataka; odbojka; tehnički odbojkaški elementi; uspješnost
• Keywords (english): data analysis; volleyball; technical skills in volleyball; efficacy
• Language: croatian
• URN:NBN: urn:nbn:hr:168:615344
• Study programme: Title: 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 resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-14 10:07:03