Assessing tourism capital using two-tiered empirical model
The study aims to develop a novel approach to assess Tourism Capital in resort areas, specifically Zermatt-Matterhorn, between 2014 and 2021. This approach integrates a two-tiered empirical model, where the first tier involves CNN-based image analysis, and the second tier employs mathematical techni...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Elsevier
2024-11-01
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| Series: | Annals of Tourism Research Empirical Insights |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666957924000132 |
| _version_ | 1797219318123986944 |
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| author | Wadie Othmani Rym Ammar |
| author_facet | Wadie Othmani Rym Ammar |
| author_sort | Wadie Othmani |
| collection | DOAJ |
| description | The study aims to develop a novel approach to assess Tourism Capital in resort areas, specifically Zermatt-Matterhorn, between 2014 and 2021. This approach integrates a two-tiered empirical model, where the first tier involves CNN-based image analysis, and the second tier employs mathematical techniques and time-series social media data to evaluate stakeholder engagement. The research emphasizes how fluctuations in tourism capital are influenced by stakeholder interactions and external events, highlighting the significance of empirical and quantitative approaches in understanding tourism dynamics. The findings underscore the substantial role of stakeholder engagement in shaping overall tourism capital, offering a practical and dynamic tool for tourism analysis and urban planning. This study innovatively assesses Tourism Capital by analyzing Instagram images, offering a more in-depth, data-driven view of tourism development in resorts. |
| first_indexed | 2024-04-24T12:31:44Z |
| format | Article |
| id | doaj.art-62e94a77b4ef489ca392994ff849fec4 |
| institution | Directory Open Access Journal |
| issn | 2666-9579 |
| language | English |
| last_indexed | 2024-04-24T12:31:44Z |
| publishDate | 2024-11-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Annals of Tourism Research Empirical Insights |
| spelling | doaj.art-62e94a77b4ef489ca392994ff849fec42024-04-08T04:08:42ZengElsevierAnnals of Tourism Research Empirical Insights2666-95792024-11-0152100131Assessing tourism capital using two-tiered empirical modelWadie Othmani0Rym Ammar1Higher Institute of Environmental Technologies, Urban Planning and Buildings (ISTEUB), Member of urban planning department, Tunisia; Systemic and Design Sciences (UMRAN) laboratory, formerly known as GADEV laboratory (University of Carthage-Tunis) and of the UMR CNRS 6590 ESO, University of Anger, France; Corresponding author.Esprit School of Business, Department of Computer Science and Applied Mathematics (IMA), El Ghazela, Ariana, Tunisia; Tunis Business School, Laboratory BADEM, University of Tunis, El Mourouj, TunisiaThe study aims to develop a novel approach to assess Tourism Capital in resort areas, specifically Zermatt-Matterhorn, between 2014 and 2021. This approach integrates a two-tiered empirical model, where the first tier involves CNN-based image analysis, and the second tier employs mathematical techniques and time-series social media data to evaluate stakeholder engagement. The research emphasizes how fluctuations in tourism capital are influenced by stakeholder interactions and external events, highlighting the significance of empirical and quantitative approaches in understanding tourism dynamics. The findings underscore the substantial role of stakeholder engagement in shaping overall tourism capital, offering a practical and dynamic tool for tourism analysis and urban planning. This study innovatively assesses Tourism Capital by analyzing Instagram images, offering a more in-depth, data-driven view of tourism development in resorts.http://www.sciencedirect.com/science/article/pii/S2666957924000132Tourism capitalVisual methodsDeep learningTime seriesInstagramZermatt |
| spellingShingle | Wadie Othmani Rym Ammar Assessing tourism capital using two-tiered empirical model Annals of Tourism Research Empirical Insights Tourism capital Visual methods Deep learning Time series Zermatt |
| title | Assessing tourism capital using two-tiered empirical model |
| title_full | Assessing tourism capital using two-tiered empirical model |
| title_fullStr | Assessing tourism capital using two-tiered empirical model |
| title_full_unstemmed | Assessing tourism capital using two-tiered empirical model |
| title_short | Assessing tourism capital using two-tiered empirical model |
| title_sort | assessing tourism capital using two tiered empirical model |
| topic | Tourism capital Visual methods Deep learning Time series Zermatt |
| url | http://www.sciencedirect.com/science/article/pii/S2666957924000132 |
| work_keys_str_mv | AT wadieothmani assessingtourismcapitalusingtwotieredempiricalmodel AT rymammar assessingtourismcapitalusingtwotieredempiricalmodel |