首页|基于网络文本分析的青藏高原地区游客满意度研究——以羊卓雍错景区为例

基于网络文本分析的青藏高原地区游客满意度研究——以羊卓雍错景区为例

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西藏拥有独特的高原旅游资源,具有发展旅游业的天然优势。以羊卓雍错景区为例,利用数据挖掘技术,获取网络文本数据,抓取携程、大众点评、马蜂窝网站的游客评论,从高频词特征、社会语义网络和游客情感3 个方面进行分析,探索影响羊卓雍错游客满意度的因素,并提出相关优化策略。结果显示,排名前 100 的5 个维度高频词中,景点旅游资源类高频词占比最高,为 53。10%。社会网络分析图中最核心的关键词为"羊卓雍错""西藏""拉萨"。游客情感分析中,积极、消极和中性情绪分别占比 69%、25%和 6%。保证交通通达性、便捷购票、设立医疗设施、提高服务质量、丰富旅游产品等措施有助于提升羊卓雍错景区的整体旅游形象。
Study on Tourist Satisfaction in the Tibetan Plateau Based on Network Text Analysis——A Case Study of Yamzho Yumco Lake
Xizang has unique plateau tourism resources and a natural advantage in developing tourism.Taking Yamzho Yumco Lake Scenic Spot as an example,this study uses data mining tech-nology to obtain network text data.Based on capturing tourist comments from Ctrip,Dianping and Mafengwo,we analyzes the characteristics of high-frequency words,social semantic network and tourist emotion.So to explore the influencing factors of tourist satisfaction in Yamzho Yumco Lake and put forward corresponding optimization strategies.The top 100 high-frequency words are classi-fied into five dimensions,among which the proportion of high-frequency words of scenic spots and tourism resources is the highest(53%).The core keywords in the social network analysis chart are"Yamzho Yumco Lake""Xizang"and"Lhasa".In the analysis of tourist emotion,positive,nega-tive and neutral emotions account for 69%,25%and 6%,respectively.Measures such as ensuring transportation accessibility,convenient ticket booking,setting up medical facilities,improving serv-ice quality and enriching tourism products will help to improve the overall tourism quality of Yamzho Yumco Lake.

tourist satisfactionYamzho Yumco Lakenetwork text

马百惠、刘金花、朵耀华

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东华理工大学地球科学学院,330013,南昌

游客满意度 羊卓雍错 网络文本分析

国家自然科学基金国家自然科学基金东华理工大学博士启动基金

4190108041971075DHBK2018022

2024

江西科学
江西省科学院

江西科学

影响因子:0.286
ISSN:1001-3679
年,卷(期):2024.42(2)
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