Impact of Expertise on Interaction Preferences for Navigation Assistance of Visually Impaired Individuals - Robotics Institute Carnegie Mellon University

Impact of Expertise on Interaction Preferences for Navigation Assistance of Visually Impaired Individuals

Dragan Ahmetovic, João Guerreiro, Eshed Ohn-Bar, Kris M. Kitani, and Chieko Asakawa
Conference Paper, Proceedings of 16th Web For All Personalization - Personalizing the Web (W4A '19), May, 2019

Abstract

Navigation assistive technologies have been designed to support individuals with visual impairments during independent mobility by providing sensory augmentation and contextual awareness of their surroundings. Such information is habitually provided through predefned audio-haptic interaction paradigms. However, individual capabilities, preferences and behavior of people with visual impairments are heterogeneous, and may change due to experience, context and necessity. Therefore, the circumstances and modalities for providing navigation assistance need to be personalized to different users, and through time for each user.

We conduct a study with 13 blind participants to explore how the desirability of messages provided during assisted navigation varies based on users' navigation preferences and expertise. The participants are guided through two different routes, one without prior knowledge and one previously studied and traversed. The guidance is provided through turn-by-turn instructions, enriched with contextual information about the environment. During navigation and follow-up interviews, we uncover that participants have diversifed needs for navigation instructions based on their abilities and preferences. Our study motivates the design of future navigation systems capable of verbosity level personalization in order to keep the users engaged in the current situational context while minimizing distractions.

BibTeX

@conference{Ahmetovic-2019-121341,
author = {Dragan Ahmetovic and João Guerreiro and Eshed Ohn-Bar and Kris M. Kitani and Chieko Asakawa},
title = {Impact of Expertise on Interaction Preferences for Navigation Assistance of Visually Impaired Individuals},
booktitle = {Proceedings of 16th Web For All Personalization - Personalizing the Web (W4A '19)},
year = {2019},
month = {May},
}