Feature-based projections for effective playtrace analysis

@inproceedings{Liu2011FeaturebasedPF,
  title={Feature-based projections for effective playtrace analysis},
  author={Yun-En Liu and Erik Andersen and Rich Snider and Seth Cooper and Zoran Popovic},
  booktitle={FDG},
  year={2011}
}
Visual data mining is a powerful technique allowing game designers to analyze player behavior. Playtracer, a new method for visually analyzing play traces, is a generalized heatmap that applies to any game with discrete state spaces. Unfortunately, due to its low discriminative power, Playtracer's usefulness is significantly decreased for games of even medium complexity, and is unusable on games with continuous state spaces. Here we show how the use of state features can remove both of these… CONTINUE READING
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