Istraživačka analiza podataka šahovskih igara

undergraduate thesis

• Title (english): Exploratory data analysis of chess games
• Author: Karlo Molnar
• Mentor: Marina Bagić Babac (mentor)
• Committee member: Marina Bagić Babac (predsjednik povjerenstva)
• Committee member: Vedran Mornar (član povjerenstva)
• Committee member: Kristijan Poje (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-08-31, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Ovaj rad je proveo sveobuhvatan analitički pregled 200,000 šahovskih igara odigranih na lichess.org. Ključni rezultati su pokazali pozitivnu korelaciju između ELO-a igrača i ishoda igre, čestu uporabu određenih otvaranja, utjecaj otvaranja na ishod igre. Analiza pruža deskriptivnu statistiku atributa te vizualizaciju njihovih podataka kao I nalaženje korelacija između atributa. Također pruža vrijedne uvide u dinamiku šahovskih igara i pomaže igračima u strateškom odlučivanju.

Abstract (english)

This paper conducted a comprehensive analytical review of 200,000 chess games played on lichess.org. The key findings showed a positive correlation between player ELO and game outcomes, frequent usage of specific openings, and the influence of openings on game outcomes. The analysis provides descriptive statistics of the attributes and visualization of their data, as well as identifying correlations between attributes. It also offers valuable insights into the dynamics of chess games and aids... More players in strategic decision-making. Less

• Keywords: Šah; analiza podataka; ELO ocjena; ishodi igre; otvaranja; multivarijatna analiza; deskriptivna statistika; vizualizacija.
• Keywords (english): Chess; data analysis; ELO rating; game outcomes; openings; multivariate analysis; descriptive statistics; visualization
• Language: english
• URN:NBN: urn:nbn:hr:168:171401
• 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: 2023-10-11 09:52:35