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Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants

Recent times have seen increasing interest in conversational assistants (e.g., Amazon Alexa) designed to help users in their daily tasks. In military settings, it is critical to design assistants that are, simultaneously, helpful and able to minimize the user’s cognitive load. Here, we show that emb...

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Detalles Bibliográficos
Autores principales: de Melo, Celso M., Kim, Kangsoo, Norouzi, Nahal, Bruder, Gerd, Welch, Gregory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7705099/
https://www.ncbi.nlm.nih.gov/pubmed/33281659
http://dx.doi.org/10.3389/fpsyg.2020.554706
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author de Melo, Celso M.
Kim, Kangsoo
Norouzi, Nahal
Bruder, Gerd
Welch, Gregory
author_facet de Melo, Celso M.
Kim, Kangsoo
Norouzi, Nahal
Bruder, Gerd
Welch, Gregory
author_sort de Melo, Celso M.
collection PubMed
description Recent times have seen increasing interest in conversational assistants (e.g., Amazon Alexa) designed to help users in their daily tasks. In military settings, it is critical to design assistants that are, simultaneously, helpful and able to minimize the user’s cognitive load. Here, we show that embodiment plays a key role in achieving that goal. We present an experiment where participants engaged in an augmented reality version of the relatively well-known desert survival task. Participants were paired with a voice assistant, an embodied assistant, or no assistant. The assistants made suggestions verbally throughout the task, whereas the embodied assistant further used gestures and emotion to communicate with the user. Our results indicate that both assistant conditions led to higher performance over the no assistant condition, but the embodied assistant achieved this with less cognitive burden on the decision maker than the voice assistant, which is a novel contribution. We discuss implications for the design of intelligent collaborative systems for the warfighter.
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spelling pubmed-77050992020-12-03 Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants de Melo, Celso M. Kim, Kangsoo Norouzi, Nahal Bruder, Gerd Welch, Gregory Front Psychol Psychology Recent times have seen increasing interest in conversational assistants (e.g., Amazon Alexa) designed to help users in their daily tasks. In military settings, it is critical to design assistants that are, simultaneously, helpful and able to minimize the user’s cognitive load. Here, we show that embodiment plays a key role in achieving that goal. We present an experiment where participants engaged in an augmented reality version of the relatively well-known desert survival task. Participants were paired with a voice assistant, an embodied assistant, or no assistant. The assistants made suggestions verbally throughout the task, whereas the embodied assistant further used gestures and emotion to communicate with the user. Our results indicate that both assistant conditions led to higher performance over the no assistant condition, but the embodied assistant achieved this with less cognitive burden on the decision maker than the voice assistant, which is a novel contribution. We discuss implications for the design of intelligent collaborative systems for the warfighter. Frontiers Media S.A. 2020-11-17 /pmc/articles/PMC7705099/ /pubmed/33281659 http://dx.doi.org/10.3389/fpsyg.2020.554706 Text en Copyright © 2020 de Melo, Kim, Norouzi, Bruder and Welch. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
de Melo, Celso M.
Kim, Kangsoo
Norouzi, Nahal
Bruder, Gerd
Welch, Gregory
Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants
title Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants
title_full Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants
title_fullStr Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants
title_full_unstemmed Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants
title_short Reducing Cognitive Load and Improving Warfighter Problem Solving With Intelligent Virtual Assistants
title_sort reducing cognitive load and improving warfighter problem solving with intelligent virtual assistants
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7705099/
https://www.ncbi.nlm.nih.gov/pubmed/33281659
http://dx.doi.org/10.3389/fpsyg.2020.554706
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