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Moscardo, \u201cThe shaping of tourist experience: The importance of stories and themes,\u201d The Tourism and Leisure Experience: Consumer and Managerial Perspectives, Aspects of Tourism, vol.44, pp.43-58, Channel View Publications, 2010. 10.21832\/9781845411503-006","DOI":"10.21832\/9781845411503-006"},{"key":"4","doi-asserted-by":"publisher","unstructured":"[4] S. Huang and C.H.C Hsu, \u201cEffects of travel motivation, past experience, perceived constraint, and attitude on revisit intention,\u201d Journal of Travel Research, vol.48, no.1, pp.29-44, 2009. 10.1177\/0047287508328793","DOI":"10.1177\/0047287508328793"},{"key":"5","doi-asserted-by":"crossref","unstructured":"[5] N. Scott, R. Baggio, and C. Cooper, Network analysis and tourism: From theory to practice, Aspects of Tourism, vol.35, Channel View Publications, 2008. 10.21832\/9781845410896","DOI":"10.21832\/9781845410896"},{"key":"6","unstructured":"[6] D. Blazeska, Z. Strezovski, and A.M. Klimoska, \u201cThe influence of tourist infrastructure on the tourist satisfaction in ohrid,\u201d UTMS Journal of Economics, vol.9, no.1, pp.85-93, 2018."},{"key":"7","doi-asserted-by":"publisher","unstructured":"[7] Y.-C. Lin, M.-L. Lin, and Y.-C. Chen, \u201cHow tour guides&apos; professional competencies influence on service quality of tour guiding and tourist satisfaction: An exploratory research,\u201d International Journal of Human Resource Studies, vol.7, no.1, pp.1-19, 2017. 10.5296\/ijhrs.v7i1.10602","DOI":"10.5296\/ijhrs.v7i1.10602"},{"key":"8","doi-asserted-by":"publisher","unstructured":"[8] K. Nield, M. Kozak, and G. LeGrys, \u201cThe role of food service in tourist satisfaction,\u201d International Journal of Hospitality Management, vol.19, no.4, pp.375-384, 2000. 10.1016\/s0278-4319(00)00037-2","DOI":"10.1016\/S0278-4319(00)00037-2"},{"key":"9","doi-asserted-by":"crossref","unstructured":"[9] C. Zhuang, Q. Ma, X. Liang, and M. Yoshikawa, \u201cAnaba: An obscure sightseeing spots discovering system,\u201d 2014 IEEE International Conference on Multimedia and Expo (ICME), pp.1-6, IEEE, 2014. 10.1109\/icme.2014.6890225","DOI":"10.1109\/ICME.2014.6890225"},{"key":"10","doi-asserted-by":"publisher","unstructured":"[10] Y.N. Kaosiri, L.J.C. Fiol, M.\u00c1.M. Tena, R.M.R. Artola, and J.S. Garc\u00eda, \u201cUser-generated content sources in social media: A new approach to explore tourist satisfaction,\u201d Journal of Travel Research, vol.58, no.2, pp.253-265, 2019. 10.1177\/0047287517746014","DOI":"10.1177\/0047287517746014"},{"key":"11","doi-asserted-by":"crossref","unstructured":"[11] M.E.J. Newman and M. Girvan, \u201cFinding and evaluating community structure in networks,\u201d Physical Review E, vol.69, no.2, 026113, 2004. 10.1103\/physreve.69.026113","DOI":"10.1103\/PhysRevE.69.026113"},{"key":"12","doi-asserted-by":"crossref","unstructured":"[12] M.E.J. Newman, \u201cFast algorithm for detecting community structure in networks,\u201d Physical Review E, vol.69, no.6, 066133, 2004. 10.1103\/physreve.69.066133","DOI":"10.1103\/PhysRevE.69.066133"},{"key":"13","doi-asserted-by":"publisher","unstructured":"[13] U. Brandes, D. Delling, M. Gaertler, R. Gorke, M. Hoefer, Z. Nikoloski, and D. Wagner, \u201cOn modularity clustering,\u201d IEEE Trans. Knowl. Data Eng., vol.20, no.2, pp.172-188, 2008. 10.1109\/tkde.2007.190689","DOI":"10.1109\/TKDE.2007.190689"},{"key":"14","unstructured":"[14] S. Mori, H. Nishida, and H. Yamada, Optical character recognition, John Wiley &amp; Sons, Inc., 1999."},{"key":"15","unstructured":"[15] T. Kudo, K. Yamamoto, and Y. Matsumoto, \u201cApplying conditional random fields to Japanese morphological analysis,\u201d Proc. 2004 Conference on Empirical Methods in Natural Language Processing, pp.230-237, 2004."},{"key":"16","unstructured":"[16] T. Kudo, \u201cMecab: Yet another part-of-speech and morphological analyzer,\u201d http:\/\/mecab.sourceforge.jp, 2006."},{"key":"17","unstructured":"[17] T. Sato, T. Hashimoto, and M. Okumura, \u201cImplementation of a word segmentation dictionary called mecab-ipadic-neologd and study on how to use it effectively for information retrieval,\u201d Proc. Twenty-Three Annual Meeting of the Association for Natural Language Processing, pp.NLP2017-B6, The Association for Natural Language Processing, 2017."},{"key":"18","doi-asserted-by":"crossref","unstructured":"[18] M. Asahara and Y. Matsumoto, \u201cExtended models and tools for high-performance part-of-speech tagger,\u201d The 18th International Conference on Computational Linguistics, COLING 2000, vol.1, pp.21-27, 2000. 10.3115\/990820.990824","DOI":"10.3115\/990820.990824"},{"key":"19","doi-asserted-by":"publisher","unstructured":"[19] D.F. Williamson, R.A. Parker, and J.S. 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