2020
DOI: 10.31234/osf.io/tq53k
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Multifractal Mice: Measuring Task Engagement and Readiness-to-hand via Hand Movement

Abstract: We introduce an unobtrusive, computational method for measuring readiness-to-hand and task-engagement during interaction."Readiness-to-hand" is an influential concept describing fluid, intuitive tool use, with attention on task rather than tool; it has longbeen significant in HCI research, most recently via metrics of tool-embodiment and immersion. We build on prior work in cognitivescience which relates readiness-to-hand and task engagement to multifractality: a measure of complexity in behaviour. We conduct … Show more

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“…However, the individual can experience large bursts of nonlinear turbulence that occur at multiple scales of complexity [8]. Multi-scale noise can occur in many different types of Neuro-HCI systems, including sensorimotor control [9]. Experiencing noise in this unpredictable way can overwhelm the individual's capacity to recover.…”
Section: Role Of Ams In Neuro-hci Systemsmentioning
confidence: 99%
“…However, the individual can experience large bursts of nonlinear turbulence that occur at multiple scales of complexity [8]. Multi-scale noise can occur in many different types of Neuro-HCI systems, including sensorimotor control [9]. Experiencing noise in this unpredictable way can overwhelm the individual's capacity to recover.…”
Section: Role Of Ams In Neuro-hci Systemsmentioning
confidence: 99%