April 17, 2026

Voyage into Spectacular Travels

Unveiling Authentic Journeys

A multimodal study of decoding heritage tourists’ perception and emotion in historic urban areas of Ganzhou

A multimodal study of decoding heritage tourists’ perception and emotion in historic urban areas of Ganzhou
  • Pulles, K. et al. Emerging strategies for regeneration of historic urban sites: A systematic literature review. City, Cult. Soc. 35, 100539 (2023).

    Article 

    Google Scholar 

  • Geng, L., Xue, M. & Li, J. Historic District Conservation: A Critical Review of Global Trends, Development in the 21st Century, and Challenges Through CiteSpace Analysis. Buildings 15, 1232 (2025).

    Article 

    Google Scholar 

  • Lak, A., Gheitasi, M. & Timothy, D. J. Urban regeneration through heritage tourism: cultural policies and strategic management. J. Tour. Cultural Change 18, 386–403 (2020).

    Article 

    Google Scholar 

  • Nian, S., Bao, J., Chen, Y., Zhang, X. & Chen, Y. How does the tourist experience affect the conservation of World Heritage Sites via the stimulus–organism–response model? Mount Sanqingshan National Park, China. npj Herit. Sci. 13, 21 (2025).

    Article 

    Google Scholar 

  • Li, J., Shi, H. & Li, D. Research on Renewal Strategy of Historical and Cultural Blocks from the Perspective of Tourist Perception. J. Tour. Manag. 1, 1–12 (2024).

    Google Scholar 

  • Wang, J. Problems and solutions in the protection of historical urban areas. Front. Architectural Res. 1, 40–43 (2012).

    Article 

    Google Scholar 

  • Deacon, H. Conceptualising Intangible Heritage in Urban Environments: Challenges for Implementing the HUL Recommendation. Built Herit. 2, 72–81 (2018).

    Article 

    Google Scholar 

  • Zhao, P., Ali, Z. M. & Ahmad, Y. Developing indicators for sustainable urban regeneration in historic urban areas: Delphi method and Analytic Hierarchy Process (AHP). Sustain. Cities Soc. 99, 104990 (2023).

    Article 

    Google Scholar 

  • Doratli, N., Hoskara, S. O. & Fasli, M. An analytical methodology for revitalization strategies in historic urban quarters: a case study of the Walled City of Nicosia, North Cyprus. Cities 21, 329–348 (2004).

    Article 

    Google Scholar 

  • ICOMOS, International Charter for The Conservation and Restoration of Monuments and Sites (The Venice Charter) – 1964. Available: [Accessed 21(2025)].

  • ICOMOS, Charter for the Conservation of Historic Towns and Urban Areas (Washington Charter, 1987). Available: [Accessed 21(2025)].

  • UNESCO, Recommendation on the Historic Urban Landscape. Available: [Accessed 21 May (2025)].

  • Cai, R. & Nasu, S. Adopting the ‘historic layering’ concept from the Historic Urban Landscape approach as a methodological framework for urban heritage conservation. Int. J. Herit. Stud. 31, 573–591 (2025).

    Article 

    Google Scholar 

  • Zhang, H., Cong, C. & Chakraborty, A. Exploring the institutional dilemma and governance transformation in China’s urban regeneration: Based on the case of Shanghai Old Town. Cities 131, 103915 (2022).

    Article 

    Google Scholar 

  • Wang, H., Zhao, Y., Gao, X. & Gao, B. Collaborative decision-making for urban regeneration: A literature review and bibliometric analysis. Land Use Policy 107, 105479 (2021).

    Article 

    Google Scholar 

  • Liu, Z., Wang, S. & Wang, F. Isolated or integrated? Planning and management of urban renewal for historic areas in Old Beijing City, based on the association network system. Habitat Int. 93, 102049 (2019).

    Article 

    Google Scholar 

  • Yung, H. K., Chan, H. W. C. & Xu, Y. Sustainable Development and the Rehabilitation of a Historic Urban District – Social Sustainability in the Case of Tianzifang in Shanghai. Sustain. Dev. 22, 95–112 (2011).

    Article 

    Google Scholar 

  • Holladay, P. J. & Powell, R. B. Resident perceptions of social-ecological resilience and the sustainability of community-based tourism development in the Commonwealth of Dominica. J. Sustain. Tour. 21, 1188–1211 (2013).

    Article 

    Google Scholar 

  • Vaquero, M.C. & Hernandez, M. G. Heritage Tourism and Visitor Management, In: E. Nikita, T. Rehren, Encyclopedia of Archaeology (Second Edition), Academic Press,2024, p. 597–605, https://doi.org/10.1016/B978-0-323-90799-6.00091-4

  • Zhang, T., Wei, C. & Nie, L. Experiencing authenticity to environmentally responsible behavior: Assessing the effects of perceived value, tourist emotion, and recollection on industrial heritage tourism. Front. Psychol. 13, (2022).

  • Genc, V. & Genc, S. G. The effect of perceived authenticity in cultural heritage sites on tourist satisfaction: the moderating role of aesthetic experience. J. Hospitality Tour. Insights 6, 530–548 (2023).

    Article 

    Google Scholar 

  • Zuo, Y., Lan, T., Liu, S. & Zeng, H. The effect of place attachment on visitors’ revisit intentions: evidence from Batam. Tour. Geographies 22, 51–82 (2020).

    Article 

    Google Scholar 

  • Isa, S. M., Ariyanto, H. H. & Kiumarsi, S. The Post-Effects of the Authenticity of Rural Intangible Cultural Heritage and Tourists’ Engagement. Behav. Sci. 14, 302 (2024).

    Article 

    Google Scholar 

  • Xu, X., Xue, K. & Li, F. The effect of price perception on tourists relative deprivation and purchase intention. Curr. Issues Tour. 27, 59–75 (2024).

    Article 

    Google Scholar 

  • Chen, C.-F. & Chen, F.-S. Experience quality, perceived value, satisfaction and behavioral intentions for heritage tourists. Tour. Manag. 31, 29–35 (2010).

    Article 

    Google Scholar 

  • Park, E., Choi, B.-K. & Lee, T. J. The role and dimensions of authenticity in heritage tourism. Tour. Manag. 74, 99–109 (2019).

    Article 

    Google Scholar 

  • Cheng, L. et al. Authentic experiences and visitor stickiness: When landscapes are restored at a world natural heritage site. Tour. Manag. 108, 105124 (2025).

    Article 

    Google Scholar 

  • Ram, Y., Björk, P. & Weidenfeld, A. Authenticity and place attachment of major visitor attractions. Tour. Manag. 52, 110–122 (2016).

    Article 

    Google Scholar 

  • Bryce, D., Curran, R., O’Gorman, K. & Taheri, B. Visitors’ engagement and authenticity: Japanese heritage consumption. Tour. Manag. 46, 571–581 (2015).

    Article 

    Google Scholar 

  • Cheng, L., Ju, Y., Wang, T., Wall, G. & Li, J. M. Wang, Authenticity, involvement, and image: Evaluating tourist experiences at historic districts. Tour. Manag. 50, 85–96 (2015).

    Article 

    Google Scholar 

  • Sasongko, G., Kameo, D. D., Siwi, V. N., Wahyudi, Y. & Huruta, A. D. The Effect of Service Quality and Heritage Tourism on Tourist Loyalty: The Case of Borobudur Temple. Heritage 8, 77 (2025).

    Article 

    Google Scholar 

  • Bhogal, S., Mittal, A. & Tandon, U. Accessing vicarious nostalgia and memorable tourism experiences in the context of heritage tourism with the moderating influence of social return. Int. J. Tour. Consum. Res. 10, 860–880 (2024).

    Google Scholar 

  • Alrawadieh, Z. & Prayag, G. A cognitive appraisal perspective of emotional accessibility at heritage sites: empirical evidence from the UNESCO World Heritage Site of Petra. J. Herit. Tour. 18, 145–163 (2023).

    Article 

    Google Scholar 

  • Zhang, S. et al. Perception in cultural heritage tourism: an analysis of tourists to the Beijing-Hangzhou Grand Canal, China. J. Tour. Cultural Change 21, 569–591 (2023).

    Article 

    Google Scholar 

  • Zou, Y., Yang, Y., Li, Y., Liao, J. & Xiao, H. How do tourists’ heritage spatial perceptions affect place identity? A case study of Quanzhou, China. J. Hospitality Tour. Manag. 55, 460–470 (2023).

    Article 

    Google Scholar 

  • Bonn, M. A., Joseph-Mathews, S. M., Dai, M., Hayes, S. & Cave, J. Heritage/Cultural Attraction Atmospherics: Creating the Right Environment for the Heritage/Cultural Visitor. J. Travel Res. 45, 345–354 (2007).

    Article 

    Google Scholar 

  • Kempiak, J., Hollywood, L., Bolan, P. & McMahon-Beattie, U. The heritage tourist: an understanding of the visitor experience at heritage attractions. Int. J. Herit. Stud. 23, 375–392 (2017).

    Article 

    Google Scholar 

  • Song, H., Chen, J. & Li, P. Decoding the cultural heritage tourism landscape and visitor crowding behavior from the multidimensional embodied perspective: Insights from Chinese classical gardens. Tour. Manag. 110, 105180 (2025).

    Article 

    Google Scholar 

  • Prayag, G. & Hosany, S. Understanding the Relationships between Tourists’ Emotional Experiences, Perceived Overall Image, Satisfaction, and Intention to Recommend. J. Travel Res. 56, 41–54 (2017).

    Article 

    Google Scholar 

  • Nian, S., Li, D., Zhang, J., Lu, S. & Zhang, X. Stimulus-Organism-Response Framework: Is the Perceived Outstanding Universal Value Attractiveness of Tourists Beneficial to World Heritage Site Conservation?. Int. J. Environ. Res. Public Health 20, 1189 (2023).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar 

  • Mehrabian, A. & Russell, J.A. An Approach to Environmental Psychology, The MIT Press, (1974).

  • Li, Q., Li, S., Zhang, S., Hu, J. & Hu, J. A Review of Text Corpus-Based Tourism Big Data Mining. Appl. Sci. 9, 3300 (2019).

    Article 

    Google Scholar 

  • Xu, Y. et al. Text mining-based analysis of ancient landscape and tourism behavior at Hangzhou’s West Lake. npj Herit. Sci. 13, 426 (2025).

    Article 

    Google Scholar 

  • Liu, D., Thomas, M. A. & Li, Y. Natural language processing enhanced literature reviews. J. Inform. Technol. 0,1–27, (2025).

  • Sun, S., Luo, C. & Chen, J. A review of natural language processing techniques for opinion mining systems. Inf. Fusion 36, 10–25 (2017).

    Article 

    Google Scholar 

  • Mao, Y., Liu, Q. & Zhang, Y. Sentiment analysis methods, applications, and challenges: A systematic literature review. J. King Saud. Univ. – Computer Inf. Sci. 36, 102048 (2024).

    Article 

    Google Scholar 

  • Ankareddy, R. & Delhibabu, R. Dense Segmentation Techniques Using Deep Learning for Urban Scene Parsing: A Review. IEEE Access 13, 34496–34517 (2025).

    Article 

    Google Scholar 

  • Committee for the Protection of Historic and Cultural City of Ganzhou, The Conservation Planning of Historic City of Ganzhou. Available: [Accessed 2025].

  • Blei, D.M., Ng, A.Y. & Jordan, M.I. Latent Dirichlet Allocation. J. Machine Learning Res. 3, 993–1022(2003).

  • Griffiths, T. L. & Steyvers, M. Finding scientific topics. Proc. Natl. Acad. Sci. USA 101, 5228–5235 (2004).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar 

  • Jelodar, H. et al. Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey. Multimed. Tools Appl. 78, 15169–15211 (2019).

    Article 

    Google Scholar 

  • Syed, S. & Spruit, M. Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet Allocation, 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), Tokyo, Japan, 2017, pp. 165–174, https://doi.org/10.1109/DSAA.2017.61.

  • Fu, W. & Zhou, B. Theme Exploration and Sentiment Analysis of Online Reviews of Wuyishan National Park. Land 13, 629 (2024).

    Article 

    Google Scholar 

  • Wang, J., Xia, Y. & Wu, Y. Sensing Tourist Distributions and Their Sentiment Variations Using Social Media: Evidence from 5A Scenic Areas in China. Int. J. Geographical Inf. Sci. 11, 492 (2022).

    Google Scholar 

  • Cheng, B., Misra, I., Schwing, A. G., Kirillov, A. & Girdhar, R. Masked-attention Mask Transformer for Universal Image Segmentation, arXiv, (2022).

  • Mapillary Vistas Dataset, Available: [Accessed 2025].

  • Hoerl, A.E. & Kennard, R.W. Ridge Regression: Biased Estimation for Nonorthogonal Problems. Technometrics. 12 (1970).

  • Pai, C., Zhang, Y., Wang, Y.-L., Li, K. & Shang, Y. Current challenges and opportunities in cultural heritage preservation through sustainable tourism practices. Curr. Issues Tourism. 1–19, (2025).

  • Li, Y. et al. Evaluating tourist perceptions of architectural heritage values at a World Heritage Site in South-East China: The case of Gulangyu Island. J. Hospitality Tour. Manag. 60, 127–140 (2024).

    Article 

    Google Scholar 

  • Yu, B., Sun, J., Wang, Z. & Jin, S. Influencing Factors of Street Vitality in Historic Districts Based on Multisource Data: Evidence from China. Int. J. Geographical Inf. Sci. 13, 277 (2024).

    Google Scholar 

  • Willson, G. B. & McIntosh, A. J. Heritage Buildings and Tourism: An Experiential View. J. Herit. Tour. 2, 75–93 (2007).

    Article 

    Google Scholar 

  • Wang, W., Chen, J. S., Fan, L. & Lu, J. Tourist experience and Wetland parks: A case of Zhejiang, China. Ann. Tour. Res. 39, 1763–1778 (2012).

    Article 

    Google Scholar 

  • Flint, A. & Jennings, B. The role of cultural heritage in visitor narratives of peatlands: analysis of online user-generated reviews from three peatland sites in England. Int. J. Herit. Stud. 28, 163–179 (2022).

    Article 

    Google Scholar 

  • Luo, Y., He, J., Mou, Y., Wang, J. & Liu, T. Exploring China’s 5A global geoparks through online tourism reviews: A mining model based on machine learning approach. Tour. Manag. Perspect. 37, 100769 (2021).

    Google Scholar 

  • Chai, C., Song, Y. & Qin, Z. A Thousand Words Express a Common Idea? Understanding International Tourists’ Reviews of Mt. Huangshan, China, through a Deep Learning Approach. Land 10, 549 (2021).

    Article 

    Google Scholar 

  • Wang, J., Fan, W. & You, J. Evaluation of tourism elements in historical and cultural blocks using machine learning: a case study of Taiping Street in Hunan Province. npj Herit. Sci. 13, 30, (2025).

  • Ding, J., Tao, Z., Hou, M., Chen, D. & Wang, L. A Comparative Study of Perceptions of Destination Image Based on Content Mining: Fengjing Ancient Town and Zhaojialou Ancient Town as Examples. Land 12, 1954 (2023).

    Article 

    Google Scholar 

  • Pan, Y., Nik Hashim, N. H. & Goh, H. C. Public perception of cultural ecosystem services in historic districts based on biterm topic model. Sci. Rep. 14, 11717 (2024).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar 

  • Rasoolimanesh, S. M., Seyfi, S., Rather, R. A. & Hall, C. M. Investigating the mediating role of visitor satisfaction in the relationship between memorable tourism experiences and behavioral intentions in heritage tourism context. Tour. Rev. 77, 687–709 (2022).

    Article 

    Google Scholar 

  • Skotis, A. & Livas, C. A data-driven analysis of experience in urban historic districts. Ann. Tour. Res. Empir. Insights 3, 100052 (2022).

    Article 

    Google Scholar 

  • Zuo, Y., Lan, T., Liu, S. & Zeng, H. The Post-Effects of the Authenticity of Rural Intangible Cultural Heritage and Tourists’ Engagement. Behav. Sci. 14, 302 (2024).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar 

  • Relph, E. Place and Placelessness, London: Pion, (1976).

  • Lynch, K. The Image of the City, The MIT Press, (1960).

  • Huang, J., Liang, J., Yang, M. & Li, Y. Visual Preference Analysis and Planning Responses Based on Street View Images: A Case Study of Gulangyu Island, China. Land 12, 129 (2022).

    Article 

    Google Scholar 

  • Huang, J., Hu, X., Wang, J. & Lu, A. How Diversity and Accessibility Affect Street Vitality in Historic Districts? Land 12, 219 (2023).

    Article 

    Google Scholar 

  • Zhang, Y. & Han, Y. Vitality evaluation of historical and cultural districts based on the values dimension: districts in Beijing City, China. Herit. Sci. 10, 137 (2022).

    Article 

    Google Scholar 

  • Ma, X. et al. Measuring human perceptions of streetscapes to better inform urban renewal: A perspective of scene semantic parsing. Cities 110, 103086 (2021).

    Article 

    Google Scholar 

  • Yin, L. & Wang, Z. Measuring visual enclosure for street walkability: Using machine learning algorithms and Google Street View imagery. Appl. Geogr. 76, 147–153 (2016).

    Article 

    Google Scholar 

  • Douglas, I. Urban ecology and urban ecosystems: Understanding the links to human health and well-being. Curr. Opin. Environ. Sustainability 4, 385–392 (2012).

    Article 

    Google Scholar 

  • Dillen, S.M., Vries, S. & Groenewegen, P.P. Greenspace in urban neighbourhoods and residents’ health: adding quality to quantity. Epidemiol. Commun. Health. 66, (2011).

  • Tsurumi, T., Imauji, A. & Managi, S. Greenery and Subjective Well-being: Assessing the Monetary Value of Greenery by Type. Ecol. Econ. 148, 152–169 (2018).

    Article 

    Google Scholar 

  • Zhao, G., Ryan, C., Deng, Z. & Gong, J. Creating a softening cultural landscape to enhance tourist experiences: The case of Lu Village. Tour. Manag. Perspect. 53, 101245 (2024).

    Google Scholar 

  • Zhou, M. & Yang, J. Geospatial Spatiotemporal Analysis of Tourism Facility Attractiveness and Tourism Vitality in Historic Districts: A Case Study of Suzhou Old City. Land. 14, 922. (2025).

  • Zhao, Q., Zhang, L. & Hou, J. Developing a cultural sustainability assessment framework for environmental facilities in urban communities. npj Herit. Sci. 13, 107 (2025).

  • Wang, Y., Hu, W., Park, K.-S., Yuan, Q. & Chen, N. Examining residents’ support for night tourism: An application of the social exchange theory and emotional solidarity. J. Destination Mark. Manag. 28, 100780 (2023).

    Google Scholar 

  • Yan, L., Chen, Y., Zheng, L. & Zhang, Y. Research on the quantification of historical street space based on image semantic segmentation. ICCAID 2021. 1216814 (2022).

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