{"id":6451,"date":"2022-11-24T19:00:11","date_gmt":"2022-11-24T18:00:11","guid":{"rendered":"https:\/\/www.jthsm.gr\/?page_id=6451"},"modified":"2022-11-24T20:16:39","modified_gmt":"2022-11-24T19:16:39","slug":"6451-2","status":"publish","type":"page","link":"https:\/\/www.jthsm.gr\/?page_id=6451","title":{"rendered":""},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.jthsm.gr\/?page_id=6420\">&lt; Back to Volume 8, Issue 2, table of contents<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">a<\/mark><\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#1b3fab\" class=\"has-inline-color\">Structural review of relics tourism by text mining and machine learning <\/mark><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a rel=\"noreferrer noopener\" href=\"https:\/\/orcid.org\/0000-0001-7344-4583\" 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><strong>Subhankar Das<\/strong><\/strong>,&nbsp;Duy Tan University, Vietnam, <a rel=\"noreferrer noopener\" href=\"https:\/\/orcid.org\/0000-0003-1194-5678\" 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> <strong><strong>Subhra Mondal<\/strong><\/strong>,&nbsp;Duy Tan University, Vietnam, <a rel=\"noreferrer noopener\" href=\"https:\/\/orcid.org\/0000-0002-4023-9935\" 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><em>Vikram Puri<\/em><\/strong><em>, Duy Tan University, Vietnam &amp; <a rel=\"noreferrer noopener\" href=\"https:\/\/orcid.org\/0000-0002-5385-0944\" 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> <strong>Vasiliki Vrana<\/strong>, International Hellenic University, Greece<\/em><br>Published online: 14 November 2022, JTHSM, 8(2), pp.25-34.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DOI:&nbsp;<a href=\"http:\/\/doi.org\/10.5281\/zenodo.7358349\" target=\"_blank\" rel=\"noreferrer noopener\">10.5281\/zenodo.7358349<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Full-text download:<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><a href=\"https:\/\/www.jthsm.gr\/vol8iss2\/8-2-3.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-8f761849 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 class=\"wp-block-paragraph\"><strong>Export reference:<\/strong><em><br><\/em><a href=\"https:\/\/zenodo.org\/record\/7358349\/export\/hx#.Y3-v8-xBwyo\" target=\"_blank\" rel=\"noreferrer noopener\">BibTeX<\/a><mark style=\"background-color:rgba(0, 0, 0, 0);color:#ffffff\" class=\"has-inline-color\">,,<\/mark><a href=\"https:\/\/zenodo.org\/record\/7358349\/export\/dcite4#.Y3-wCuxBwyo\" target=\"_blank\" rel=\"noreferrer noopener\">DataCite<\/a><mark style=\"background-color:rgba(0, 0, 0, 0);color:#ffffff\" class=\"has-inline-color\">,,<\/mark><a href=\"https:\/\/zenodo.org\/record\/7358349\/export\/xd#.Y3-wHuxBwyo\" target=\"_blank\" rel=\"noreferrer noopener\">Dublin Core<\/a><mark style=\"background-color:rgba(0, 0, 0, 0);color:#ffffff\" class=\"has-inline-color\">,,<\/mark><a href=\"https:\/\/www.mendeley.com\/import\/?url=https:\/\/zenodo.org\/record\/7358349\" target=\"_blank\" rel=\"noreferrer noopener\">Mendeley<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Cite as:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Das, S., Mondal, S., Puri, V, &amp; Vrana, V. (2022). Structural review of relics tourism by text mining and machine learning. <em>Journal of Tourism, Heritage &amp; Services Marketing, 8<\/em>(2), 25\u201334. https:\/\/doi.org\/10.5281\/zenodo.7358349<\/p>\n\n\n<p><script type=\"text\/javascript\" src=\"\/\/cdn.plu.mx\/widget-popup.js\"><\/script><\/p>\n<p><a class=\"plumx-plum-print-popup plum-liberty-theme\" href=\"https:\/\/plu.mx\/plum\/a\/?ssrn_id=3883690\" data-popup=\"right\" data-badge=\"true\" 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-8f761849 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=6449\" 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 class=\"has-white-color has-text-color wp-block-paragraph\">a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Abstract<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>Purpose<\/em><\/strong><em>: The objective of the paper is to find trends of research in relic tourism-related topics. Specifically, this paper uncovers all published studies having latent issues with the keywords \u201crelic tourism\u201d from the Web of Science database.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>Methods<\/em><\/strong><em>: A total of 109 published articles (2002-2021) were collected related to \u201crelic tourism.\u201d Machine learning tools were applied. Network analysis was used to highlight top researchers in this field, their citations, keyword clusters, and collaborative networks. Text analysis and Bidirectional Encoder Representation from Transformer (BERT) of artificial intelligence model were used to predict text or keyword-based topic reference in machine learning.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>Results<\/em><\/strong><em>: All the papers are published basically on three primary keywords such as \u201crelics,\u201d \u201cculture,\u201d and \u201cheritage.\u201d Secondary keywords like \u201cprotection\u201d and \u201cdevelopment\u201d also attract researchers to research this topic. The co-author network is highly significant for diverse authors, and geographically researchers from five countries are collaborating more on this topic.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>Implications<\/em><\/strong><em>: Academically, future research can be predicated with dense keywords. Journals can bring more special issues related to the topic as relic tourism still has some unexplored areas.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Keywords:<\/strong><em> Text analysis, machine learning, artificial intelligence, topic modelling, relic tourism<a>.<\/a><\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>JEL Classification: <\/strong><em>Z00, Z11, Z32 <\/em><strong><\/strong><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 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 class=\"wp-block-paragraph\"><a href=\"https:\/\/www.jthsm.gr\/?page_id=6437\">&lt; Previous article in Vol. 8, Iss. 2<\/a><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">aaaaaaaaaaa<\/mark><a href=\"https:\/\/www.jthsm.gr\/?page_id=6466\">Next article in Vol. 8, Iss. 2 ><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&lt; Back to Volume 8, Issue 2, table of contents a Structural review of relics tourism by text mining and machine learning Subhankar Das,\u00a0Duy Tan University, Vietnam, Subhra Mondal,\u00a0Duy Tan University, Vietnam, Vikram Puri, Duy Tan University, Vietnam &amp; Vasiliki Vrana, International Hellenic University, GreecePublished online: 14 November 2022, JTHSM, 8(2), pp.25-34. DOI:\u00a010.5281\/zenodo.7358349 Full-text download: [\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-6451","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/pages\/6451","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=6451"}],"version-history":[{"count":3,"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/pages\/6451\/revisions"}],"predecessor-version":[{"id":6469,"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=\/wp\/v2\/pages\/6451\/revisions\/6469"}],"wp:attachment":[{"href":"https:\/\/www.jthsm.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6451"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}