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In this work, we present ICEBOAT an interactive tool that enables automotiveUX experts to explore how users interact with In-vehicle Information Systems.Based on large naturalistic driving data continuously collected from productionline vehicles, ICEBOAT visualizes drivers' interactions and driving behavior ondifferent levels of detail. Hence, it allows to easily compare different userflows based on performance- and safety-related metrics.

ICEBOAT: An Interactive User Behavior Analysis Tool for Automotive User Interfaces