Semi-Automated Gameplay Analysis

Finnegan Southey and Robert C. Holte

While presentation aspects like graphics and sound are important to a successful commercial game, it is likewise important that the gameplay, the non-presentational behaviour of the game, is engaging to the player. Considerable effort is invested in testing and refining gameplay throughout the development process. We present an overall view of the gameplay management problem and, more concretely, our recent research on the gameplay analysis part of this task. This consists of an active learning methodology, implemented in software tools, for partially automating the analysis of game behaviour in order to augment the abilities of game designers.

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