{"id":5859,"date":"2021-10-06T19:27:55","date_gmt":"2021-10-06T18:27:55","guid":{"rendered":"https:\/\/www.jthsm.gr\/?page_id=5859"},"modified":"2021-11-07T15:34:01","modified_gmt":"2021-11-07T14:34:01","slug":"5859-2","status":"publish","type":"page","link":"https:\/\/www.jthsm.gr\/?page_id=5859","title":{"rendered":""},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-social-links alignright is-layout-flex wp-block-social-links-is-layout-flex\">\n\n<li class=\"wp-social-link wp-social-link-facebook  wp-block-social-link\"><a href=\"https:\/\/www.facebook.com\/journaloftourismheritageandservicesmarketing\/\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 2C6.5 2 2 6.5 2 12c0 5 3.7 9.1 8.4 9.9v-7H7.9V12h2.5V9.8c0-2.5 1.5-3.9 3.8-3.9 1.1 0 2.2.2 2.2.2v2.5h-1.3c-1.2 0-1.6.8-1.6 1.6V12h2.8l-.4 2.9h-2.3v7C18.3 21.1 22 17 22 12c0-5.5-4.5-10-10-10z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">Facebook<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-twitter  wp-block-social-link\"><a href=\"https:\/\/twitter.com\/intent\/tweet?original_referer=https%3A%2F%2Fpublish.twitter.com%2F&#038;ref_src=twsrc%5Etfw&#038;text=Journal%20of%20Tourism%2C%20Heritage%20%26%20Services%20Marketing&#038;tw_p=tweetbutton&#038;url=http%3A%2F%2Fwww.jthsm.gr\/?page_id=5858\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M22.23,5.924c-0.736,0.326-1.527,0.547-2.357,0.646c0.847-0.508,1.498-1.312,1.804-2.27 c-0.793,0.47-1.671,0.812-2.606,0.996C18.324,4.498,17.257,4,16.077,4c-2.266,0-4.103,1.837-4.103,4.103 c0,0.322,0.036,0.635,0.106,0.935C8.67,8.867,5.647,7.234,3.623,4.751C3.27,5.357,3.067,6.062,3.067,6.814 c0,1.424,0.724,2.679,1.825,3.415c-0.673-0.021-1.305-0.206-1.859-0.513c0,0.017,0,0.034,0,0.052c0,1.988,1.414,3.647,3.292,4.023 c-0.344,0.094-0.707,0.144-1.081,0.144c-0.264,0-0.521-0.026-0.772-0.074c0.522,1.63,2.038,2.816,3.833,2.85 c-1.404,1.1-3.174,1.756-5.096,1.756c-0.331,0-0.658-0.019-0.979-0.057c1.816,1.164,3.973,1.843,6.29,1.843 c7.547,0,11.675-6.252,11.675-11.675c0-0.178-0.004-0.355-0.012-0.531C20.985,7.47,21.68,6.747,22.23,5.924z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">Twitter<\/span><\/a><\/li>\n\n\n\n<li class=\"wp-social-link wp-social-link-linkedin  wp-block-social-link\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https:\/\/www.jthsm.gr\/?page_id=5858\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">LinkedIn<\/span><\/a><\/li>\n\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<p><a href=\"https:\/\/www.jthsm.gr\/?page_id=5664\">&lt; Back to Volume 7, Issue 2, table of contents<\/a><\/p>\n\n\n\n<p><span class=\"has-inline-color has-white-color\">a<\/span><\/p>\n\n\n\n<p class=\"has-medium-font-size\" id=\"block-c8313ba5-cb81-42d1-8157-b155a7170c95\"><strong><a href=\"https:\/\/www.jthsm.gr\/?page_id=5513\"><span style=\"color:#1b3fab\" class=\"has-inline-color\">Using sentiment analysis in tourism research: A systematic, bibliometric, and integrative review<\/span><\/a><\/strong><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/orcid.org\/0000-0003-3120-8384\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" width=\"15\" height=\"15\" class=\"wp-image-4454\" style=\"width: 15px;\" src=\"https:\/\/www.jthsm.gr\/wp-content\/uploads\/2020\/10\/orcid-1-e1603636867626.png\" alt=\"\"><\/a> <em><strong>Franciele Cristina Manosso<\/strong>,&nbsp;Federal University of Paran\u00e1, Brazil,<\/em> <a rel=\"noreferrer noopener\" href=\"https:\/\/orcid.org\/0000-0002-0183-2752\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" width=\"15\" height=\"15\" class=\"wp-image-4454\" style=\"width: 15px;\" src=\"https:\/\/www.jthsm.gr\/wp-content\/uploads\/2020\/10\/orcid-1-e1603636867626.png\" alt=\"\"><\/a> <em><strong>Thays Cristina Domareski Ruiz<\/strong><\/em>, <em>Federal University of Paran\u00e1, Brazil<\/em>   <br>Published online: 18 October 2021, JTHSM, 7(2), pp.16-27.<\/p>\n\n\n\n<p>URN:&nbsp;<a href=\"https:\/\/nbn-resolving.org\/urn:nbn:de:0168-ssoar-75146-7\" target=\"_blank\" rel=\"noreferrer noopener\">urn:nbn:de:0168-ssoar-75146-7<\/a>, DOI:&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/doi.org\/10.5281\/zenodo.5548426\" target=\"_blank\">10.5281\/zenodo.5548426<\/a><\/p>\n\n\n\n<p>Full-text download:<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><a href=\"https:\/\/www.jthsm.gr\/vol7iss2\/7-2-2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.jthsm.gr\/wp-content\/uploads\/2017\/02\/PDF_Download_Logo-300x300.jpg\" alt=\"\" class=\"wp-image-158\" width=\"44\" height=\"44\"\/><\/a><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<p><strong>Export reference:<\/strong><em><br><\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/www.jthsm.gr\/?page_id=5753\" target=\"_blank\">BibTeX<\/a><span style=\"color:#ffffff\" class=\"has-inline-color\">,,<\/span><a rel=\"noreferrer noopener\" href=\"https:\/\/www.jthsm.gr\/?page_id=5789\" target=\"_blank\">DataCite<\/a><span style=\"color:#ffffff\" class=\"has-inline-color\">,,<\/span><a rel=\"noreferrer noopener\" href=\"https:\/\/www.jthsm.gr\/?page_id=5790\" target=\"_blank\">Dublin Core<\/a><span style=\"color:#ffffff\" class=\"has-inline-color\">,,<\/span><a rel=\"noreferrer noopener\" href=\"https:\/\/www.mendeley.com\/import\/?url=https:\/\/zenodo.org\/record\/5548426\" target=\"_blank\">Mendeley<\/a><\/p>\n\n\n\n<p><strong>Cite as:<\/strong><\/p>\n\n\n\n<p>Manosso, F. C., &amp; Domareski Ruiz, T. C. (2021). Using sentiment analysis in tourism research: A systematic, bibliometric, and integrative review. <em>Journal of Tourism, Heritage &amp; Services Marketing, 7<\/em>(2), 16\u201327. https:\/\/doi.org\/10.5281\/zenodo.5548426<\/p>\n\n\n<p><script type=\"text\/javascript\" src=\"\/\/cdn.plu.mx\/widget-popup.js\"><\/script><\/p>\n<p><a href=\"https:\/\/plu.mx\/plum\/a\/?ssrn_id=3883690\" data-popup=\"right\" data-badge=\"true\" class=\"plumx-plum-print-popup plum-liberty-theme\" data-site=\"plum\" data-hide-when-empty=\"true\">The Impact of External Factors on ICT Usage Practices at Unesco World Heritage Sites<\/a><\/p>\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/www.jthsm.gr\/?page_id=5888\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.jthsm.gr\/wp-content\/uploads\/2020\/04\/crossmark2.png\" alt=\"\" class=\"wp-image-2066\" width=\"97\" height=\"20\" srcset=\"https:\/\/www.jthsm.gr\/wp-content\/uploads\/2020\/04\/crossmark2.png 470w, https:\/\/www.jthsm.gr\/wp-content\/uploads\/2020\/04\/crossmark2-300x62.png 300w\" sizes=\"auto, (max-width: 97px) 100vw, 97px\" \/><\/a><\/figure>\n\n\n\n<p id=\"block-393056ea-ffa9-42b9-840e-9af87df8ecb5\"><strong>Abstract<\/strong><\/p>\n\n\n\n<p><strong><em>Purpose<\/em><\/strong><em>: Sentiment analysis is built from the information provided through text (reviews) to help understand the social sentiment toward their brand, product, or service. The main purpose of this paper is to draw an overview of the topics and the use of the sentiment analysis approach in tourism research.<\/em><\/p>\n\n\n\n<p><strong><em>Methods<\/em><\/strong><em>: The study is a bibliometric analysis (VOSviewer), with a systematic and integrative review. The search occurred in March 2021 (Scopus) applying the search terms &#8220;sentiment analysis&#8221; and &#8220;tourism&#8221; in the title, abstract, or keywords, resulting in a final sample of 111 papers.<\/em><\/p>\n\n\n\n<p><strong><em>Results<\/em><\/strong><em>: <em>This analysis pointed out that China (35) and the United States (24) are the leading countries studying sentiment analysis with tourism. The first paper using sentiment analysis was published in 2012; there is a growing interest in this topic, presenting qualitative and quantitative approaches. The main results present four clusters to understand this subject. Cluster 1 discusses sentiment analysis and its application in tourism research, searching how online reviews can impact decision-making. Cluster 2 examines the resources used to make sentiment analysis, such as social media. Cluster 3 argues about methodological approaches in sentiment analysis and tourism, such as deep learning and sentiment classification, to understand the user-generated content. Cluster 4 highlights questions relating to the internet and tourism<\/em>. <\/em><\/p>\n\n\n\n<p><strong><em>Implications<\/em><\/strong><em>: <em>The use of sentiment analysis in tourism research shows that government and entrepreneurship can draw and enhance communication strategies, reduce cost, and time, and mainly contribute to the decision-making process and understand consumer behavior<\/em>.<\/em><\/p>\n\n\n\n<p><strong>Keywords:<\/strong> sentiment analysis, tourism, bibliometrics, systematic review, integrative review; Vosviewer<\/p>\n\n\n\n<p><strong>JEL Classification: <\/strong>L83, C38, Z30<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<p><a href=\"https:\/\/www.jthsm.gr\/?page_id=5858\">&lt; Previous article in Vol. 7, Iss. 2<\/a><span class=\"has-inline-color has-white-color\">aaaaaaaaaaa<\/span><a href=\"https:\/\/www.jthsm.gr\/?page_id=5860\">Next article in Vol. 7, Iss. 2 &gt;<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&lt; Back to Volume 7, Issue 2, table of contents a Using sentiment analysis in tourism research: A systematic, bibliometric, and integrative review Franciele Cristina Manosso,\u00a0Federal University of Paran\u00e1, Brazil, Thays Cristina Domareski Ruiz, Federal University of Paran\u00e1, Brazil Published online: 18 October 2021, JTHSM, 7(2), pp.16-27. URN:\u00a0urn:nbn:de:0168-ssoar-75146-7, DOI:\u00a010.5281\/zenodo.5548426 Full-text download: Export reference:BibTeX,,DataCite,,Dublin Core,,Mendeley Cite [\u2026]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-5859","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/pages\/5859","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5859"}],"version-history":[{"count":9,"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/pages\/5859\/revisions"}],"predecessor-version":[{"id":6060,"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/pages\/5859\/revisions\/6060"}],"wp:attachment":[{"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}