Analysis of Tourist Behavior Patterns and Perceptions in Beijing Based on User-Generated Content Data
文献类型：期刊论文
| 作者 | Li, Xiaohang7,8; Yang, Tong1; Meng, Bin7,8; Chen, Siyu4,5,6; Zhang, Shuying2,3 |
| 刊名 | APPLIED SPATIAL ANALYSIS AND POLICY
 |
| 出版日期 | 2025-08-13 |
| 卷号 | 18期号:3页码:108 |
| 关键词 | UGC data Tourist behavior Tourist perception Spatiotemporal pattern BERT |
| ISSN号 | 1874-463X |
| DOI | 10.1007/s12061-025-09712-z |
| 产权排序 | 7 |
| 文献子类 | Article |
| 英文摘要 | Understanding tourist behavioral patterns and perceptual preferences is crucial for effective destination management and sustainable tourism development. This study proposes an analytical framework integrating spatial, temporal, and semantic information to analyze tourist behavior patterns and perceptual preferences using user-generated content (UGC) data from Sina Weibo, with Beijing as a case study. The results reveal that 54 tourist hotspots were identified using the ST-DBSCAN clustering method, uncovering spatial distribution characteristics where tourism attractions are concentrated in the central city area and dispersed in suburban areas. Five types of tourist travel path patterns were recognized, with seasonal fluctuations influenced by the interaction of holiday duration and climatic conditions. Tourist visitation volumes also exhibited significant seasonal variations, peaking in summer and autumn while declining in winter due to cold weather conditions. Semantic analysis results indicate that changes in high-frequency words reveal differences in the temporal variation of attraction appeal across different types of tourist attractions. BERTopic modeling extracted five major themes and 37 subtopics, reflecting the diversity of tourist preferences. This study provides scientific guidance for tourism destination management in Beijing and validates the proposed framework's applicability in problem identification and decision support. |
| URL标识 | 查看原文 |
| WOS关键词 | SOCIAL MEDIA ; TRAVEL BEHAVIOR ; TRANSPORT |
| WOS研究方向 | Environmental Sciences & Ecology ; Geography ; Public Administration |
| 语种 | 英语 |
| WOS记录号 | WOS:001551151000001 |
| 出版者 | SPRINGER |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/215548]  |
| 专题 | 区域可持续发展分析与模拟院重点实验室_外文论文 |
| 通讯作者 | Li, Xiaohang; Meng, Bin |
| 作者单位 | 1.Chongqing Sunway Informat Technol Co Ltd, Chongqing 401121, Peoples R China; 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Chinese Acad Sci, Key Lab Reg Sustainable Dev Modeling, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China; 4.Southwest United Grad Sch, Kunming 650500, Peoples R China; 5.Yunnan Normal Univ, Engn Res Ctr GIS Technol Western China, Minist Educ China, Kunming 650500, Peoples R China; 6.Yunnan Normal Univ, Fac Geog, Kunming 650500, Peoples R China; 7.Beijing Union Univ, Lab Urban Cultural Sensing & Comp, Beijing 100191, Peoples R China; 8.Beijing Union Univ, Coll Appl Arts & Sci, Beijing 100191, Peoples R China; |
| 推荐引用方式 GB/T 7714 | Li, Xiaohang,Yang, Tong,Meng, Bin,et al. Analysis of Tourist Behavior Patterns and Perceptions in Beijing Based on User-Generated Content Data[J]. APPLIED SPATIAL ANALYSIS AND POLICY,2025,18(3):108. |
| APA | Li, Xiaohang,Yang, Tong,Meng, Bin,Chen, Siyu,&Zhang, Shuying.(2025).Analysis of Tourist Behavior Patterns and Perceptions in Beijing Based on User-Generated Content Data.APPLIED SPATIAL ANALYSIS AND POLICY,18(3),108. |
| MLA | Li, Xiaohang,et al."Analysis of Tourist Behavior Patterns and Perceptions in Beijing Based on User-Generated Content Data".APPLIED SPATIAL ANALYSIS AND POLICY 18.3(2025):108. |
入库方式： OAI收割
来源：地理科学与资源研究所
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