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3.1 Preprocessing
- Normalization: Coordinates are normalized relative to screen resolution to ensure device independence.
- Segmentation: Continuous mouse streams are segmented into fixed-duration windows (e.g., 5-second segments) or task-specific segments (individual clicks/drag operations).
- Linguistic Bias: Existing datasets are heavily skewed towards typing and form-filling behaviors.
- Task Dependency: Biometric models trained on linguistic data may not generalize well to other tasks (e.g., gaming, design software, generic browsing).
