Exploring halal tourism tweets on social media

This study explores tweets from Oct 2008 to Oct 2018 related to halal tourism. The tweets were extracted from twitter and underwent various cleaning processes. A total of 33,880 tweets were used for analysis. Analysis intended to (1) identify the topics users tweet about regarding halal tourism, and...

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Main Authors: Feizollah, Ali, Mostafa, Mohamed M., Sulaiman, Ainin, Zakaria, Zalina, Firdaus, Ahmad
Format: Article
Published: Springernature 2021
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Online Access:http://eprints.um.edu.my/34940/
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spelling my.um.eprints.349402022-05-25T01:10:56Z http://eprints.um.edu.my/34940/ Exploring halal tourism tweets on social media Feizollah, Ali Mostafa, Mohamed M. Sulaiman, Ainin Zakaria, Zalina Firdaus, Ahmad QA75 Electronic computers. Computer science This study explores tweets from Oct 2008 to Oct 2018 related to halal tourism. The tweets were extracted from twitter and underwent various cleaning processes. A total of 33,880 tweets were used for analysis. Analysis intended to (1) identify the topics users tweet about regarding halal tourism, and (2) analyze the emotion-based sentiment of the tweets. To identify and analyze the topics, the study used a word list, concordance graphs, semantic network analysis, and topic-modeling approaches. The NRC emotion lexicon was used to examine the sentiment of the tweets. The analysis illustrated that the word ``halal'' occurred in the highest number of tweets and was primarily associated with the words ``food'' and ``hotel''. It was also observed that non-Muslim countries such as Japan and Thailand appear to be popular as halal tourist destinations. Sentiment analysis found that there were more positive than negative sentiments among the tweets. The findings have shown that halal tourism is a global market and not only restricted to Muslim countries. Thus, industry players should take the opportunity to use social media to their advantage to promote their halal tourism packages as it is an effective method of communication in this decade. Springernature 2021-05-22 Article PeerReviewed Feizollah, Ali and Mostafa, Mohamed M. and Sulaiman, Ainin and Zakaria, Zalina and Firdaus, Ahmad (2021) Exploring halal tourism tweets on social media. Journal of Big Data, 8 (1). ISSN 2196-1115, DOI https://doi.org/10.1186/s40537-021-00463-5 <https://doi.org/10.1186/s40537-021-00463-5>. 10.1186/s40537-021-00463-5
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Feizollah, Ali
Mostafa, Mohamed M.
Sulaiman, Ainin
Zakaria, Zalina
Firdaus, Ahmad
Exploring halal tourism tweets on social media
description This study explores tweets from Oct 2008 to Oct 2018 related to halal tourism. The tweets were extracted from twitter and underwent various cleaning processes. A total of 33,880 tweets were used for analysis. Analysis intended to (1) identify the topics users tweet about regarding halal tourism, and (2) analyze the emotion-based sentiment of the tweets. To identify and analyze the topics, the study used a word list, concordance graphs, semantic network analysis, and topic-modeling approaches. The NRC emotion lexicon was used to examine the sentiment of the tweets. The analysis illustrated that the word ``halal'' occurred in the highest number of tweets and was primarily associated with the words ``food'' and ``hotel''. It was also observed that non-Muslim countries such as Japan and Thailand appear to be popular as halal tourist destinations. Sentiment analysis found that there were more positive than negative sentiments among the tweets. The findings have shown that halal tourism is a global market and not only restricted to Muslim countries. Thus, industry players should take the opportunity to use social media to their advantage to promote their halal tourism packages as it is an effective method of communication in this decade.
format Article
author Feizollah, Ali
Mostafa, Mohamed M.
Sulaiman, Ainin
Zakaria, Zalina
Firdaus, Ahmad
author_facet Feizollah, Ali
Mostafa, Mohamed M.
Sulaiman, Ainin
Zakaria, Zalina
Firdaus, Ahmad
author_sort Feizollah, Ali
title Exploring halal tourism tweets on social media
title_short Exploring halal tourism tweets on social media
title_full Exploring halal tourism tweets on social media
title_fullStr Exploring halal tourism tweets on social media
title_full_unstemmed Exploring halal tourism tweets on social media
title_sort exploring halal tourism tweets on social media
publisher Springernature
publishDate 2021
url http://eprints.um.edu.my/34940/
_version_ 1735409637398675456
score 13.211869