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: Ali, Feizollah, Mostafa, Mohamed M., Ainin, Sulaiman, Zalina, Zakaria, Ahmad Firdaus, Zainal Abidin
Format: Article
Language:English
Published: Springer 2021
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/31706/1/Exploring%20halal%20tourism%20tweets%20on%20social%20media.pdf
http://umpir.ump.edu.my/id/eprint/31706/
https://doi.org/10.1186/s40537-021-00463-5
https://doi.org/10.1186/s40537-021-00463-5
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spelling my.ump.umpir.317062021-07-26T14:03:44Z http://umpir.ump.edu.my/id/eprint/31706/ Exploring halal tourism tweets on social media Ali, Feizollah Mostafa, Mohamed M. Ainin, Sulaiman Zalina, Zakaria Ahmad Firdaus, Zainal Abidin G Geography (General) 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. Springer 2021-05-22 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/31706/1/Exploring%20halal%20tourism%20tweets%20on%20social%20media.pdf Ali, Feizollah and Mostafa, Mohamed M. and Ainin, Sulaiman and Zalina, Zakaria and Ahmad Firdaus, Zainal Abidin (2021) Exploring halal tourism tweets on social media. Journal of Big Data, 8 (1). pp. 1-18. ISSN 2196-1115 https://doi.org/10.1186/s40537-021-00463-5 https://doi.org/10.1186/s40537-021-00463-5
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic G Geography (General)
QA75 Electronic computers. Computer science
spellingShingle G Geography (General)
QA75 Electronic computers. Computer science
Ali, Feizollah
Mostafa, Mohamed M.
Ainin, Sulaiman
Zalina, Zakaria
Ahmad Firdaus, Zainal Abidin
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 Ali, Feizollah
Mostafa, Mohamed M.
Ainin, Sulaiman
Zalina, Zakaria
Ahmad Firdaus, Zainal Abidin
author_facet Ali, Feizollah
Mostafa, Mohamed M.
Ainin, Sulaiman
Zalina, Zakaria
Ahmad Firdaus, Zainal Abidin
author_sort Ali, Feizollah
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 Springer
publishDate 2021
url http://umpir.ump.edu.my/id/eprint/31706/1/Exploring%20halal%20tourism%20tweets%20on%20social%20media.pdf
http://umpir.ump.edu.my/id/eprint/31706/
https://doi.org/10.1186/s40537-021-00463-5
https://doi.org/10.1186/s40537-021-00463-5
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score 13.18916