Zeng Liyun, Li Rita Yi Man, Zeng Huiling
Civil & Architecture Engineering School, Panzhihua University, Panzhihua, China.
Sustainable Real Estate Research Center, Hong Kong Shue Yan University, Hong Kong, China.
Heliyon. 2022 Dec 10;9(3):e12306. doi: 10.1016/j.heliyon.2022.e12306. eCollection 2023 Mar.
Tourism safety is essential for tourists and tourism practitioners. This study conducted a bibliometric analysis using VOSviewer and CiteSpace for 2018 articles indexed on the Web of Science (WoS). It also analysed 7293 Weibo posts between 1977 and 2022 using Python, MYSQL, AI sentiment, and Tableau. The first tourism safety publication on WoS appeared in 1977, while the first Weibo microblog dated was dated back to 2011. Compared to the information posted on Weibo, the annual publications about tourism safety on WoS recorded a stable increment. On Web of Science (WoS), the academic staff and universities produced the largest number of tourism safety posts. On the flip side, the most productive organisations on Weibo are government agencies in popular tourism destinations. "Accident", "medical tourism", "environment", "mediating role", and "hospitality" were important burst nodes in tourism safety on WoS. "Quality", "accident", and health-related words were the foci on both Weibo and WoS. On Web of Science, the top 10 most popular keywords of tourism safety-related articles could be classified into two groups: health ("Covid-19", "restoration", "pandemics", "Sars-Cov-2", "Sars", "mental health") and IT terminologies ("big data", "artificial intelligence"). It has been concluded that "artificial intelligence (AI)" is more likely to be included in the keywords on tourism researched by academia. In contrast, the public may not know about or use AI in the tourism industry. Besides, the top 10 most popular keywords on Weibo related to tourism risks and hazards were drowning and traffic risks and hazards, such as drowning and traffic risks. The digital divide may explain such a difference: the academic circle benefits more from the digital age than laypersons. It may also be the result of institutional differences and information asymmetry.
旅游安全对游客和旅游从业者至关重要。本研究使用VOSviewer和CiteSpace对科学网(WoS)上索引的2018年文章进行了文献计量分析。它还使用Python、MYSQL、人工智能情感分析和Tableau分析了1977年至2022年期间的7293条微博帖子。科学网上关于旅游安全的第一篇出版物出现在1977年,而第一条有日期记录的微博可追溯到2011年。与微博上发布的信息相比,科学网上关于旅游安全的年度出版物呈稳定增长。在科学网上,学术人员和大学发表的旅游安全文章数量最多。另一方面,微博上发文最多的机构是热门旅游目的地的政府机构。“事故”“医疗旅游”“环境”“中介作用”和“酒店业”是科学网上旅游安全方面的重要突发节点。“质量”“事故”以及与健康相关的词汇是微博和科学网共同关注的焦点。在科学网上,与旅游安全相关文章中最热门的前10个关键词可分为两组:健康类(“新冠疫情”“恢复”“大流行”“新冠病毒-2”“非典”“心理健康”)和信息技术术语类(“大数据”“人工智能”)。研究得出结论,“人工智能(AI)”更有可能被纳入学术界研究的旅游关键词中。相比之下,公众可能不了解或未在旅游业中使用人工智能。此外,微博上与旅游风险和危害相关的最热门前10个关键词是溺水和交通风险等,如溺水和交通风险。数字鸿沟可能解释了这种差异:学术界比外行从数字时代受益更多。这也可能是机构差异和信息不对称的结果。