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...
Main Authors: | , |
---|---|
Language: | en |
Published: |
2020
|
Subjects: | |
Online Access: | http://hdl.handle.net/10454/17569 |
id |
ndltd-BRADFORD-oai-bradscholars.brad.ac.uk-10454-17569 |
---|---|
record_format |
oai_dc |
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 |
work_keys_str_mv |
AT fryjohn elementarymodellingandbehaviouralanalysisforemergencyevacuationsusingsocialmedia AT binnerjm elementarymodellingandbehaviouralanalysisforemergencyevacuationsusingsocialmedia |
_version_ |
1719308649517547520 |