Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017

This article aims to explore how could distance affect news diffusion and polarity of the sentiment. Understanding the estimation potential point of origin of news diffusion can allow time to control or monitor the potential of fake news to continue to disperse. In this case, we collect a total of 1...

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Main Authors: Teh, Phoey Lee *, Low, Jin Quan, Si, Yain-Whar
Format: Conference or Workshop Item
Language:English
Published: 2020
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Online Access:http://eprints.sunway.edu.my/1538/1/Teh%20Phoey%20Lee%20Preprint%20-%20Geographical%20distance%20and%20news.pdf
http://eprints.sunway.edu.my/1538/
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spelling my.sunway.eprints.15382020-12-07T02:42:44Z http://eprints.sunway.edu.my/1538/ Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017 Teh, Phoey Lee * Low, Jin Quan Si, Yain-Whar HM Sociology QA75 Electronic computers. Computer science This article aims to explore how could distance affect news diffusion and polarity of the sentiment. Understanding the estimation potential point of origin of news diffusion can allow time to control or monitor the potential of fake news to continue to disperse. In this case, we collect a total of 10,427 English tweets posted 1 hour after the real incident of London bridge attack. Taking into consideration that the ground zero as the place of attack, for an accumulating buffer of radius expanding with 400km from ground zero geographically, we organise tweets into ten clusters sets and analyse it. News diffusion level associating with the polarity of the sentiment of news discussed, and the type of terms that frequently used within the radius are also analysed. 2020 Conference or Workshop Item PeerReviewed text en cc_by_nc_4 http://eprints.sunway.edu.my/1538/1/Teh%20Phoey%20Lee%20Preprint%20-%20Geographical%20distance%20and%20news.pdf Teh, Phoey Lee * and Low, Jin Quan and Si, Yain-Whar (2020) Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017. In: Internatioonal Conference on Statistics, Mathematical Modelling and Anallysis (SMMA 2020), 6-8 November 2020, Xiamen, China. (In Press)
institution Sunway University
building Sunway Campus Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Sunway University
content_source Sunway Institutional Repository
url_provider http://eprints.sunway.edu.my/
language English
topic HM Sociology
QA75 Electronic computers. Computer science
spellingShingle HM Sociology
QA75 Electronic computers. Computer science
Teh, Phoey Lee *
Low, Jin Quan
Si, Yain-Whar
Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017
description This article aims to explore how could distance affect news diffusion and polarity of the sentiment. Understanding the estimation potential point of origin of news diffusion can allow time to control or monitor the potential of fake news to continue to disperse. In this case, we collect a total of 10,427 English tweets posted 1 hour after the real incident of London bridge attack. Taking into consideration that the ground zero as the place of attack, for an accumulating buffer of radius expanding with 400km from ground zero geographically, we organise tweets into ten clusters sets and analyse it. News diffusion level associating with the polarity of the sentiment of news discussed, and the type of terms that frequently used within the radius are also analysed.
format Conference or Workshop Item
author Teh, Phoey Lee *
Low, Jin Quan
Si, Yain-Whar
author_facet Teh, Phoey Lee *
Low, Jin Quan
Si, Yain-Whar
author_sort Teh, Phoey Lee *
title Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017
title_short Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017
title_full Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017
title_fullStr Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017
title_full_unstemmed Geographical distance and news diffusion associating with the sentiment of tweets: Case Study on London Bridge Attack 2017
title_sort geographical distance and news diffusion associating with the sentiment of tweets: case study on london bridge attack 2017
publishDate 2020
url http://eprints.sunway.edu.my/1538/1/Teh%20Phoey%20Lee%20Preprint%20-%20Geographical%20distance%20and%20news.pdf
http://eprints.sunway.edu.my/1538/
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