Júlia Jamnická

Bachelor's thesis

Exploratory process mining analysis of video game achievements

Exploratory process mining analysis of video game achievements
Abstract:
Herná analytika sa zameriava na analýzu herných dát s cieľom vylepšiť vývoj a návrh hier. Hoci sa na túto úlohu bežne používa data mining (hĺbková analýza dát), táto práca aplikuje process mining (dolovanie procesov) na analýzu herných trofejí a považuje hru za proces s cieľom objaviť nové informácie v dátach. V prvej časti práce je predstavená herná analytika, a následne prehľad herných trofejí a …more
Abstract:
The field of game analytics focuses on analyzing video game data to improve game development and design. While data mining is commonly used for this task, this thesis applies process mining to the analysis of video game achievements, with the aim to discover additional process-aware insights in the data. An introduction to game analytics is presented, followed by an overview of video game achievements …more
 

Keywords

process mining PM4Py process discovery conformance checking game analytics video games Steam Steam achievements
 
Language used: English
Date on which the thesis was submitted / produced: 25. 5. 2021
Identifier: https://is.muni.cz/th/jsq9f/

Thesis defence

  • Date of defence: 30. 6. 2021
  • Supervisor: RNDr. Martin Macák
  • Reader: Mgr. Lukáš Daubner

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Bachelor programme / field:
Applied Informatics / Applied Informatics

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