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

08/26/2022

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

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

Visualizing Event Sequence Data for User Behavior Evaluation of In-Vehicle Information Systems

Exploring Millions of User Interactions with ICEBOAT: Big Data Analytics for Automotive User Interfaces

Multitasking while Driving: How Drivers Self-Regulate their Interaction with In-Vehicle Touchscreens in Automated Driving

On the Forces of Driver Distraction: Explainable Predictions for the Visual Demand of In-Vehicle Touchscreen Interactions

An Adaptive Benchmark for Modeling User Exploration of Large Datasets

Interactive Visual Feature Search

ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data

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

Related Research

Visualizing Event Sequence Data for User Behavior Evaluation of In-Vehicle Information Systems

Exploring Millions of User Interactions with ICEBOAT: Big Data Analytics for Automotive User Interfaces

Multitasking while Driving: How Drivers Self-Regulate their Interaction with In-Vehicle Touchscreens in Automated Driving

On the Forces of Driver Distraction: Explainable Predictions for the Visual Demand of In-Vehicle Touchscreen Interactions

An Adaptive Benchmark for Modeling User Exploration of Large Datasets

Interactive Visual Feature Search

ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data