Game Achievement Analysis: Process Mining Approach

Varování

Publikace nespadá pod Ústav výpočetní techniky, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.

Autoři	MACÁK Martin DAUBNER Lukáš JAMNICKÁ Júlia BÜHNOVÁ Barbora
Rok publikování	2022
Druh	Článek ve sborníku
Konference	Advanced Data Mining and Applications
Fakulta / Pracoviště MU	Fakulta informatiky
Citace
www	https://link.springer.com/chapter/10.1007/978-3-030-95408-6_6
Doi	http://dx.doi.org/10.1007/978-3-030-95408-6_6
Klíčová slova	Process mining; Game achievements; Data analysis
Popis	Data-oriented techniques are currently standardly used in the video game domain, providing an interesting insight into the players’ behaviour. However, the game can be seen as a set of steps that are performed for its completion. Therefore, these steps form a process. Process mining is a discipline with a focus on process analysis which can help to bring additional insights to the analysts. Hence this work explores the potential of a process-oriented approach in this context. We chose the game achievement log as the dataset as it contains valuable information about the player’s steps in the game. Furthermore, it is publicly available, and therefore, anyone, not only game developers, can perform the process analysis. The dataset and the analysis source code used in this work were made publicly available.