<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">caer</journal-id><journal-title-group><journal-title xml:lang="ru">Central Asian Economic Review</journal-title><trans-title-group xml:lang="en"><trans-title>Central Asian Economic Review</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2789-4398</issn><issn pub-type="epub">2789-4401</issn><publisher><publisher-name>Университет Нархоз</publisher-name></publisher></journal-meta><article-meta><article-id custom-type="elpub" pub-id-type="custom">caer-21</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ПРЕДПРИНИМАТЕЛЬСТВО И ТУРИЗМ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>BUSINESS AND TOURISM</subject></subj-group></article-categories><title-group><article-title>ОСОБЕННОСТИ КЛАСТЕРИЗАЦИИ В КУЛЬТУРНО-ИСТОРИЧЕСКОМ ТУРИЗМЕ (На примере Центрально-азиатского отрезка «Шелкового пути»)</article-title><trans-title-group xml:lang="en"><trans-title>SPECIAL ASPECTS OF CLUSTERING IN HERITAGE TOURISM (Evidence from the Central Asian Silk Road section)</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Мухамбетов</surname><given-names>Т. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Mukhambetov</surname><given-names>T. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Алматы</p></bio><bio xml:lang="en"><p>Almaty</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ottenbacher</surname><given-names>М. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Ottenbacher</surname><given-names>M. C.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Баден-Вюртемберг</p></bio><bio xml:lang="en"><p>Baden-Wurttemberg</p></bio><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Казахский национальный университет имени аль-Фараби<country>Казахстан</country></aff><aff xml:lang="en">Al-Farabi Kazakh National University<country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Хайльброннский университет прикладных наук<country>Германия</country></aff><aff xml:lang="en">Heilbronn University of Applied Sciences<country>Germany</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2020</year></pub-date><pub-date pub-type="epub"><day>28</day><month>10</month><year>2020</year></pub-date><volume>0</volume><issue>5</issue><fpage>70</fpage><lpage>85</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Мухамбетов Т.И., Ottenbacher М.С., 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder xml:lang="ru">Мухамбетов Т.И., Ottenbacher М.С.</copyright-holder><copyright-holder xml:lang="en">Mukhambetov T.I., Ottenbacher M.C.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://caer.narxoz.kz/jour/article/view/21">https://caer.narxoz.kz/jour/article/view/21</self-uri><abstract><p>Цель исследования – разработка методологии кластеризации туристических продуктов на примере туристского продукта культурного наследия. Методология – в исследовании использованы следующие общенаучные методы: статистический анализ, системно-аналитический подход, теоретическое обобщение, сравнительный анализ, научная абстракция, анализ причин и следствий. Оригинальность / ценность исследования – разработана методология кластеризации туристических продуктов. Методология апробирована на транснациональном туристическом продукте «Шелковый путь», который имеет большое значение для стран Центральной Азии. Проблема исследования – кластерный вид туризма в последние годы развивается очень быстро. Однако в литературе и практике до сих пор нет теории и методологии проектирования туристических кластеров. Статья посвящена решению этой проблемы. Результаты исследования – уточнено понятие кластера, что позволило изучить подходы к кластеризации и их апробацию на туристическом продукте «Шелковый путь». Выделенные особенности процессов кластеризации позволили классифицировать туристические кластеры. Сделан вывод о двух аспектах кластеризации: дизайн и алгоритм кластеризации. Выделенные этапы кластеризации позволяют выявить наличие кластера, идентифицировать и определить степень кластеризации. В статье приведен пример кластеризации туристического продукта Шелкового пути, для которого был разработан каркас продукта, который позволил выявить пространственные характеристики, а также региональные кластеры, и был сделан вывод, что это значительно увеличит приток туристов. к маршруту Великого шелкового пути.</p></abstract><trans-abstract xml:lang="en"><p>The purpose of this research is to develop a methodology for clustering tourism products on the example of a tourist product of heritage tourism. Methodology – The study used the following general scientific methods: statistical analysis, systemsanalytical approach, theoretical generalization, comparative analysis, scientific abstraction, analysis of causes and effects. Originality/value – a methodology for clustering tourism products has been developed. The methodology has been tested on the Silk Road transnational tourism product, which is of great importance for the countries of Central Asia. Research problem – the cluster type of tourism has been developing very rapidly in recent years. However, in the literature and practice there is still no theory and methodology for designing tourism clusters. The article is devoted to solving this problem. Findings – the concept of a cluster was clarified, which made it possible to explore approaches to clustering and its testing on the tourism product "Silk Road". The highlighted features of clustering processes allowed for the classification of tourism clusters. A conclusion is made about two aspects of clustering: design and clustering algorithm. The highlighted stages of clustering make it possible to reveal the existence of a cluster, identify and determine the degree of clustering. The article provides an example of clustering of the Silk Road tourism product, for which a product carcass was designed, which made it possible to identify spatial characteristics, as well as regional clusters, and it was concluded that this would significantly increase the inflow of tourists to the Silk Road route.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>туристические кластеры</kwd><kwd>кластеризация в наследственном туризме</kwd><kwd>транснациональный кластер</kwd><kwd>«Шелковый путь»</kwd><kwd>кластерный дизайн</kwd><kwd>наследственный туризм</kwd><kwd>методология кластеризации</kwd></kwd-group><kwd-group xml:lang="en"><kwd>tourism clusters</kwd><kwd>clustering in heritage tourism</kwd><kwd>transnational cluster</kwd><kwd>"Silk Road"</kwd><kwd>cluster design</kwd><kwd>heritage tourism</kwd><kwd>methodology of clustering</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Timothy D. Cultural Heritage and Tourism: An Introduction (Aspects of Tourism Texts). – Channel View Publications, 2011. – 456 p.</mixed-citation><mixed-citation xml:lang="en">Timothy, D. (2011), “Cultural Heritage and Tourism: An Introduction (Aspects of Tourism Texts)”, Channel View Publications, 456 p.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Mckercher B., du Cros H. Cultural Tourism: The Partnership Between Tourism and Cultural Heritage Management. – 1st Edition. – Routledge, 2002. – 208 p.</mixed-citation><mixed-citation xml:lang="en">Mckercher, B. and du Cros, H. (2002), “Cultural Tourism: The Partnership Between Tourism and Cultural Heritage Management”, 1st Edition, Routledge, 208 p.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Richards G. Cultural Tourism: Global and Local Perspectives. – 1st Edition. – Routledge, 2006. – 372 p.</mixed-citation><mixed-citation xml:lang="en">Richards, G. (2006), “Cultural Tourism: Global and Local Perspectives”, 1st Edition, Routledge, 372 p.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Michael E. Tourism micro-clusters // Tourism Economics. – 2003. – № 9 (2). – P. 133–145.</mixed-citation><mixed-citation xml:lang="en">Michael, E. (2003). “Tourism micro-clusters”, Tourism Economics, Vol. 9 (2), pp. 133–145.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Nordin S. Tourism Clustering &amp; Innovation: Paths to Economic Growth &amp; Development. – Ostersund, Sweden: European Tourism Research Institute, MID-Sweden University, 2003. – 90 p.</mixed-citation><mixed-citation xml:lang="en">Nordin, S. (2003). “Tourism Clustering &amp; Innovation: Paths to Economic Growth &amp; Development”, European Tourism Research Institute, MID-Sweden University, Ostersund, Sweden, 90 p.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Tourist Clusters, Destinations and Competitiveness Theoretical issues and empirical evidences / Edited by Francesco Capone. – Routledge, 2016. – 208 p.</mixed-citation><mixed-citation xml:lang="en">Tourist Clusters, Destinations and Competitiveness Theoretical issues and empirical evidences (2016), Edited by Francesco Capone, Routledge, 208 p.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Vignati F. Analysis of Tourist Clusters SNV – Netherlands Development Organization [Electronic source]. – 2015. – URL: http://www.hitt-initiative.org/wp/wp-content/uploads/2011/10/conceptual-paperv2_-Analise-de-Clusters.pdf (accessed: 13.09.2020).</mixed-citation><mixed-citation xml:lang="en">Vignati, F. (2015), “Analysis of Tourist Clusters SNV – Netherlands Development Organization”, available at: http://www.hitt-initiative.org/wp/wp-content/uploads/2011/10/conceptual-paper-v2_-Analisede-Clusters.pdf (accessed: September 13, 2020).</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">McRae-Williams P. Regional Clusters: Classification and Overlap of Wine and Tourism Microclusters. – Victoria, Australia: University of Ballarat. – 2007. – 190 p.</mixed-citation><mixed-citation xml:lang="en">McRae-Williams, P. (2007), “Regional Clusters: Classification and Overlap of Wine and Tourism Microclusters”, University of Ballarat, Australia, 190 p.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Michael E. Tourism micro-clusters // Tourism Economics. – 2003. – Vol. 9 (2). – P. 133–145.</mixed-citation><mixed-citation xml:lang="en">Michael, E. (2003), “Tourism micro-clusters”, Tourism Economics, Vol. 9 (2), pp. 133–145.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Porter M. E. Clusters and the new economics of competition // Harvard Business Review. – 1998. – Vol. 6 (6). – P. 77–90.</mixed-citation><mixed-citation xml:lang="en">Porter, M. E. (1998), “Clusters and the new economics of competition”, Harvard Business Review, Vol. 76 (6), pp. 77–90.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">He L., Zhang C., Chen Y. The Cluster Analysis about Tourism Benefit in Hainan) / Proceedings of the International Conference on Mechatronics // Electronic, Industrial and Control Engineering. – 2014. – P. 742–745.</mixed-citation><mixed-citation xml:lang="en">He, L, Zhang, C. and Chen, Y. (2014), “The Cluster Analysis about Tourism Benefit in Hainan”, Proceedings of the International Conference on Mechatronics, Electronic, Industrial and Control Engineering, pp. 742–745.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Dwyer L., Forsyth P., Spurr R. Evaluating tourism's economic effects: new and old approaches // Tourism Management. – 2004. – Vol. 25. – Issue 3. – P. 307–317.</mixed-citation><mixed-citation xml:lang="en">Dwyer, L., Forsyth, P. and Spurr, R. (2004), “Evaluating tourism's economic effects: new and old approaches”, Tourism Management, Vol. 25, Issue 3, pp. 307–317.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Brida J., Zapata S. Cruise tourism: economic, socio-cultural and environmental impacts // International Journal of Leisure and Tourism Marketing. – 2010. – Vol. 1 (3). – P. 205–226.</mixed-citation><mixed-citation xml:lang="en">Brida, J. and Zapata, S. (2010), “Cruise tourism: economic, socio-cultural and environmental impacts”, Int. J. Leisure and Tourism Marketing, Vol. 1, No. 3, pp. 205–226.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Chen S. C. Residents’ Perceptions of the Impact of Major Annual Tourism Events in Macao: Cluster Analysis // Journal of Convention &amp; Event Tourism. – 2011. – Vol. 12. – Issue 2. – P. 126–128.</mixed-citation><mixed-citation xml:lang="en">Chen, S.C. (2011), “Residents’ Perceptions of the Impact of Major Annual Tourism Events in Macao: Cluster Analysis”, Journal of Convention &amp; Event Tourism, Vol. 12, Issue 2, pp. 126–128.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Bulin D. EU Travel and Tourism Industry – A Cluster Analysis of Impact and Competitiveness // Global Economic Observer. – 2014. – Vol. 2. – № 1. – P. 150–162.</mixed-citation><mixed-citation xml:lang="en">Bulin, D. (2014), “EU Travel and Tourism Industry – A Cluster Analysis of Impact and Competitiveness”, Global Economic Observer, Vol. 2, No. 1, pp. 150–162.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Iordache C., Ciochin J., Asandei M. Clusters – Tourism Activity Increase Competitiveness Support // Theoretical and Applied Economics. – 2010. – Vol. 17. – No. 5 (546). – P. 99–112.</mixed-citation><mixed-citation xml:lang="en">Iordache, C, Ciochin, J., and Asandei, M. (2010), “Clusters – Tourism Activity Increase Competitiveness Support // Theoretical and Applied Economics, Vol. 17, No. 5(546), pp. 99–112.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Kim Т., Wicks B. Rethinking Tourism Cluster Development Models for Global Competitiveness // International CHRIE Conference-Refereed. – 2010. – P. 1–9.</mixed-citation><mixed-citation xml:lang="en">Kim, Т. and Wicks, B. (2010), “Rethinking Tourism Cluster Development Models for Global Competitiveness” International CHRIE Conference-Refereed, pp. 1–9.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Kindl da Cunha С., Carlos da Cunha J. Tourism Cluster Competitiveness and Sustainability: Proposal for a Systemic Model to Measure // The Impact of Tourism on Local Development Brazilian administration review BAR. – 2005. – Vol. 2. – No. 2. – P. 47–62.</mixed-citation><mixed-citation xml:lang="en">Kindl da Cunha, С, Carlos da Cunha, J. (2005), “Tourism Cluster Competitiveness and Sustainability: Proposal for a Systemic Model to Measure the Impact of Tourism on Local”, Development Brazilian administration review BAR, Vol. 2, No. 2, pp. 47–62.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Hanna H., Salhab J., Tarabay D. Improving the Competitiveness of the Tourism Cluster in Tunisia // Microeconomics of competitiveness, 2012. – 34 p.</mixed-citation><mixed-citation xml:lang="en">Hanna, H, Salhab, J. and Tarabay, D. (2012), “Improving the Competitiveness of the Tourism Cluster in Tunisia”, Microeconomics of competitiveness, 34 p.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Weiermair K., Steinhauser C. New Tourism cluster in the field of sports and health; The case of alpine wellness / 12th International Tourism and Leisure Symposium. – Barcelona: The Center for Tourism and Service Economics, 2003. – 17 p.</mixed-citation><mixed-citation xml:lang="en">Weiermair, K. and Steinhauser, C. (2003), “New Tourism cluster in the field of sports and health; The case of alpine wellness”, 12th International Tourism and Leisure Symposium Barcelona, 17 p.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Székely V. Tourism Cluster and Tourism Destination: Liptov Region, Slovakia Works of the Industry // Geography Commission of the Polish Geographical Society. – 2013. – Vol. 24. – P. 25–37.</mixed-citation><mixed-citation xml:lang="en">Székely, V. (2013), “Tourism Cluster and Tourism Destination: Liptov Region”, Slovakia Works of the Industry Geography Commission of the Polish Geographical Society, Vol. 24, pp. 25–37.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">López Medina F. Creating a Tourism Cluster in Morelia // Mexico Korea Review of International Studies. – 2016. – Vol. 14 (2). – P. 67–92.</mixed-citation><mixed-citation xml:lang="en">López, Medina F. (2016), “Creating a Tourism Cluster in Morelia, Mexico Korea”, Review of International Studies, Vol. 14 (2), pp. 67–92.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Salvador R., Luclo J., Ferreira J. Sustainable tourism micro-clusters: the case of alentejo protected areas // 25th APDR Congress, Lisbon. – 2011. – No. 25-26. – P. 5–23.</mixed-citation><mixed-citation xml:lang="en">Salvador, R., Luclo, J. and Ferreira, J. (2018), “Sustainable tourism micro-clusters: the case of alentejo protected areas”, 25th APDR Congress, Lisbon, No. 25-26. – P. 5–23.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Larosse J. ICT Clusters in Flanders: co-operation in innovation in the New Network Economy // IWT. – 2001. – No. 35. – P. 333–356.</mixed-citation><mixed-citation xml:lang="en">Larosse, J. (2001), “ICT Clusters in Flanders: co-operation in innovation in the New Network Economy”, IWT. № 35, April. Brussels, No. 35. – P. 333–356.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">O’Malley E. Industry Clusters and Irish Indigenous Manufacturing: Limits of the Porter View // The Economic and Social Review. – 2010. – Vol. 31 (1). – P. 55–79.</mixed-citation><mixed-citation xml:lang="en">O’Malley, E. (2010), “Industry Clusters and Irish Indigenous Manufacturing: Limits of the Porter View”, The Economic and Social Review, Vol. 31 (1), pp. 55–79.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Regional Clusters in Europe. Observatory of European SMEs // Luxembourg: Office for Official Publications of the European Communities, 2002. – No. 3. – 60 p.</mixed-citation><mixed-citation xml:lang="en">“Regional Clusters in Europe” (2002), Observatory of European SMEs, Luxembourg: Office for Official Publications of the European Communities, No. 3, pp. 21–26.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Mckercher B., du Cros H. Cultural Tourism: The Partnership Between Tourism and Cultural Heritage Management / 1st Edition. – Routledge, 2012. – 272 p.</mixed-citation><mixed-citation xml:lang="en">Mckercher, B. and du Cros, H. (2012), “Cultural Tourism: The Partnership Between Tourism and Cultural Heritage Management”, 1st Edition, Routledge, 272 p.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Blascoa D, Guiaa J., Pratsa L. Heritage tourism clusters along the borders of Mexico // Journal of Heritage Tourism. – 2014. – Vol. 9. – No. 1. – P. 51–67.</mixed-citation><mixed-citation xml:lang="en">Blascoa, D, Guiaa, J., and Pratsa, L. (2014), “Heritage tourism clusters along the borders of Mexico”, Journal of Heritage Tourism, Vol. 9, No. 1, pp. 51–67.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Sutcliffe K. Themed adventure drive and tourism clusters in northern Australia / Proceedings of 1st Global Tourism Clusters Conference Punta Cana. – The Savannah Way Connection, 2010. – 19 p.</mixed-citation><mixed-citation xml:lang="en">Sutcliffe, K. (2010), “Themed adventure drive and tourism clusters in northern Australia the Savannah Way Connection”, Proceedings of 1st Global Tourism Clusters Conference Punta Cana, 19 p.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Maps [Electronic source] // Google Maps. – URL: google.com/maps (accessed: 19.09.2020).</mixed-citation><mixed-citation xml:lang="en">Google Maps, available at: google.com/maps (accessed: September 19, 2020).</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
