Elementary modelling and behavioural analysis for emergency evacuations using social media

Yes === Social media usage in evacuations and emergency management represents a rapidly expanding field of study. Our paper thus provides quantitative insight into a serious practical problem. Within this context a behavioural approach is key. We discuss when facilitators should consider model-based...

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Main Authors: Fry, John, Binner, J.M.
Language:en
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/10454/17569
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spelling ndltd-BRADFORD-oai-bradscholars.brad.ac.uk-10454-175692020-01-16T03:02:06Z Elementary modelling and behavioural analysis for emergency evacuations using social media Fry, John Binner, J.M. Behavioural OR OR in disaster relief Decision analysis Humanitarian logistics Modelling Yes Social media usage in evacuations and emergency management represents a rapidly expanding field of study. Our paper thus provides quantitative insight into a serious practical problem. Within this context a behavioural approach is key. We discuss when facilitators should consider model-based interventions amid further implications for disaster communication and emergency management. We model the behaviour of individual people by deriving optimal contrarian strategies. We formulate a Bayesian algorithm which enables the optimal evacuation to be conducted sequentially under worsening conditions. Supported by EPSRC (IDEAS Factory - Game theory and adaptive networks for smart evacuations, EP/I005765/1) 2020-01-05T11:37:40Z 2020-01-14T10:20:28Z 2020-01-05T11:37:40Z 2020-01-14T10:20:28Z 2016-03 2015-05-18 2015-05-23 2020-01-05T11:37:42Z Article Published version Fry J and Binner JM (2016) Elementary modelling and behavioural analysis for emergency evacuations using social media. European Journal of Operational Research. 249(3): 1014-1023. http://hdl.handle.net/10454/17569 en https://doi.org/10.1016/j.ejor.2015.05.049 © 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
collection NDLTD
language en
sources NDLTD
topic Behavioural OR
OR in disaster relief
Decision analysis
Humanitarian logistics
Modelling
spellingShingle Behavioural OR
OR in disaster relief
Decision analysis
Humanitarian logistics
Modelling
Fry, John
Binner, J.M.
Elementary modelling and behavioural analysis for emergency evacuations using social media
description Yes === Social media usage in evacuations and emergency management represents a rapidly expanding field of study. Our paper thus provides quantitative insight into a serious practical problem. Within this context a behavioural approach is key. We discuss when facilitators should consider model-based interventions amid further implications for disaster communication and emergency management. We model the behaviour of individual people by deriving optimal contrarian strategies. We formulate a Bayesian algorithm which enables the optimal evacuation to be conducted sequentially under worsening conditions. === Supported by EPSRC (IDEAS Factory - Game theory and adaptive networks for smart evacuations, EP/I005765/1)
author Fry, John
Binner, J.M.
author_facet Fry, John
Binner, J.M.
author_sort Fry, John
title Elementary modelling and behavioural analysis for emergency evacuations using social media
title_short Elementary modelling and behavioural analysis for emergency evacuations using social media
title_full Elementary modelling and behavioural analysis for emergency evacuations using social media
title_fullStr Elementary modelling and behavioural analysis for emergency evacuations using social media
title_full_unstemmed Elementary modelling and behavioural analysis for emergency evacuations using social media
title_sort elementary modelling and behavioural analysis for emergency evacuations using social media
publishDate 2020
url http://hdl.handle.net/10454/17569
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