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- W3182100036 abstract "Successful and accurate modelling of level difficulty is a fundamentalcomponent of the operationalisation of player experience as difficulty is oneof the most important and commonly used signals for content design andadaptation. In games that feature intermediate milestones, such as completableareas or levels, difficulty is often defined by the probability of completionor completion rate; however, this operationalisation is limited in that it doesnot describe the behaviour of the player within the area. In this research work, we formalise a model of level difficulty for puzzlegames that goes beyond the classical probability of success. We accomplish thisby describing the distribution of actions performed within a game level using aparametric statistical model thus creating a richer descriptor of difficulty.The model is fitted and evaluated on a dataset collected from the game Lily'sGarden by Tactile Games, and the results of the evaluation show that the it isable to describe and explain difficulty in a vast majority of the levels." @default.
- W3182100036 created "2021-07-19" @default.
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- W3182100036 date "2021-07-05" @default.
- W3182100036 modified "2023-09-27" @default.
- W3182100036 title "Modelling Players in Mobile Puzzle Games" @default.
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