Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method
Abstract To enhance tourists’ perceived transformative experience in national parks, a comprehensive model of recreation comforting degree was constructed using a mixed-methods that integrated text mining (TM) technology with the fuzzy DEMATEL-based analytic network process (FDANP). The developed mo...
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2025-08-01
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| Series: | Scientific Reports |
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| Online Access: | https://doi.org/10.1038/s41598-025-14107-8 |
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| author | Kaimiao Lin Yuqi Huang Baohui Huang ChengRu Wu Xiaoxia Wu XueJiao Wang Yvbin Lin |
| author_facet | Kaimiao Lin Yuqi Huang Baohui Huang ChengRu Wu Xiaoxia Wu XueJiao Wang Yvbin Lin |
| author_sort | Kaimiao Lin |
| collection | DOAJ |
| description | Abstract To enhance tourists’ perceived transformative experience in national parks, a comprehensive model of recreation comforting degree was constructed using a mixed-methods that integrated text mining (TM) technology with the fuzzy DEMATEL-based analytic network process (FDANP). The developed model systematically incorporated physiological, psychological, spiritual, and social comforting degree dimensions, encapsulating 16 indicators into a coherent index system. The FDANP method was subsequently applied to establish a cause-and-effect diagram for the recreation comforting degree model in Wuyishan national park. This integrated approach provides a more comprehensive and systematic assessment compared to traditional single-method assessments, particularly advantageous in addressing the inherent variability and complexity associated with assessing recreation comforting degree of national parks. The results indicated that physiological comforting degree emerged as the most significant dimension influencing recreation comforting degree. Additionally, factors such as attaining positive emotions, sharing online, evoking tourism memories, undergoing a spiritual cleansing, and appreciate local culture exhibited positive influences on the sub-criteria of recreation comforting degree. This study provides practitioners with a practical and informed decision-making tool to enhance tourists’ perceived transformative experience in national parks. |
| format | Article |
| id | doaj-art-3a7b61ffb4364a908a1badcbeb86eedd |
| institution | Kabale University |
| issn | 2045-2322 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj-art-3a7b61ffb4364a908a1badcbeb86eedd2025-08-24T11:20:54ZengNature PortfolioScientific Reports2045-23222025-08-0115111810.1038/s41598-025-14107-8Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP methodKaimiao Lin0Yuqi Huang1Baohui Huang2ChengRu Wu3Xiaoxia Wu4XueJiao Wang5Yvbin Lin6College of Tourism, Wuyi UniversityCollege of Tourism, Wuyi UniversityCollege of Tourism, Wuyi UniversityCollege of Tourism, Wuyi UniversityCollege of Tourism, Wuyi UniversityCollege of Tourism, Wuyi UniversityCollege of Tourism, Wuyi UniversityAbstract To enhance tourists’ perceived transformative experience in national parks, a comprehensive model of recreation comforting degree was constructed using a mixed-methods that integrated text mining (TM) technology with the fuzzy DEMATEL-based analytic network process (FDANP). The developed model systematically incorporated physiological, psychological, spiritual, and social comforting degree dimensions, encapsulating 16 indicators into a coherent index system. The FDANP method was subsequently applied to establish a cause-and-effect diagram for the recreation comforting degree model in Wuyishan national park. This integrated approach provides a more comprehensive and systematic assessment compared to traditional single-method assessments, particularly advantageous in addressing the inherent variability and complexity associated with assessing recreation comforting degree of national parks. The results indicated that physiological comforting degree emerged as the most significant dimension influencing recreation comforting degree. Additionally, factors such as attaining positive emotions, sharing online, evoking tourism memories, undergoing a spiritual cleansing, and appreciate local culture exhibited positive influences on the sub-criteria of recreation comforting degree. This study provides practitioners with a practical and informed decision-making tool to enhance tourists’ perceived transformative experience in national parks.https://doi.org/10.1038/s41598-025-14107-8Recreation comfortingNational parkTourist experienceMCDM |
| spellingShingle | Kaimiao Lin Yuqi Huang Baohui Huang ChengRu Wu Xiaoxia Wu XueJiao Wang Yvbin Lin Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method Scientific Reports Recreation comforting National park Tourist experience MCDM |
| title | Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method |
| title_full | Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method |
| title_fullStr | Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method |
| title_full_unstemmed | Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method |
| title_short | Recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy DEMATEL-based ANP method |
| title_sort | recreation comforting degree identification and assessment in national parks by integrating text mining technology and fuzzy dematel based anp method |
| topic | Recreation comforting National park Tourist experience MCDM |
| url | https://doi.org/10.1038/s41598-025-14107-8 |
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