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Authors: Thiago Gelaim 1 ; Gabriel Langer 1 ; Elder Santos 1 ; Ricardo Silveira 1 ; John O’Hare 2 ; Paul Kendrick 2 and Bruno Fazenda 2

Affiliations: 1 Graduate Program in Computer Science (PPGCC), Department of Informatics and Statistics, Federal University of Santa Catarina, Brazil ; 2 Acoustics Research Centre, University of Salford, Salford M5 4WT, U.K.

ISBN: 978-989-758-350-6

Keyword(s): Situational Awareness, Bayesian Networks, Predictive Model.

Abstract: Mobile devices are now ubiquitous in daily life and the number of activities that can be performed using them is continually growing. This implies increased attention being placed on the device and diverted away from events taking place in the surrounding environment. The impact of using a smartphone on pedestrians in the vicinity of urban traffic has been investigated in a multimodal, fully immersive, virtual reality environment. Based on experimental data collected, an agent to improve the attention of users in such situations has been developed. The proposed agent uses explicit, contextual data from experimental conditions to feed a statistical learning model. The agent’s decision process is aimed at notifying users when they become unaware of critical events in their surroundings.

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Paper citation in several formats:
Gelaim, T.; Langer, G.; Santos, E.; Silveira, R.; O’Hare, J.; Kendrick, P. and Fazenda, B. (2019). A Hybrid Intelligent Agent for Notification of Users Distracted by Mobile Phones in an Urban Environment.In Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-350-6, pages 275-284. DOI: 10.5220/0007397802750284

@conference{icaart19,
author={Thiago Â. Gelaim. and Gabriel A. Langer. and Elder R. Santos. and Ricardo A. Silveira. and John O’Hare. and Paul Kendrick. and Bruno M. Fazenda.},
title={A Hybrid Intelligent Agent for Notification of Users Distracted by Mobile Phones in an Urban Environment},
booktitle={Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2019},
pages={275-284},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007397802750284},
isbn={978-989-758-350-6},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - A Hybrid Intelligent Agent for Notification of Users Distracted by Mobile Phones in an Urban Environment
SN - 978-989-758-350-6
AU - Gelaim, T.
AU - Langer, G.
AU - Santos, E.
AU - Silveira, R.
AU - O’Hare, J.
AU - Kendrick, P.
AU - Fazenda, B.
PY - 2019
SP - 275
EP - 284
DO - 10.5220/0007397802750284

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