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A well-designed control-to-display gain function can improve pointingperformance with indirect pointing devices like trackpads. However, the designof gain functions is challenging and mostly based on trial and error. AutoGainis a novel method to individualize a gain function for indirect pointingdevices in contexts where cursor trajectories can be tracked. It graduallyimproves pointing efficiency by using a novel submovement-leveltracking+optimization technique that minimizes aiming error(undershooting/overshooting) for each submovement. We first show that AutoGaincan produce, from scratch, gain functions with performance comparable tocommercial designs, in less than a half-hour of active use. Second, wedemonstrate AutoGain's applicability to emerging input devices (here, a LeapMotion controller) with no reference gain functions. Third, a one-monthlongitudinal study of normal computer use with AutoGain showed performanceimprovements from participants' default functions.

AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization