标题:Understanding the tourist mobility using GPS: Where is the next place?
作者:Zheng, Weimin; Huang, Xiaoting; Li, Yuan
作者机构:[Zheng, Weimin] Xiamen Univ, Sch Management, 422 South Siming Rd, Xiamen 361005, Fujian Province, Peoples R China.; [Huang, Xiaoting] Shandong Univ, 更多
通讯作者:Huang, XT
通讯作者地址:[Huang, XT]Shandong Univ, Sch Management, 27 Shandanan Rd, Jinan 250100, Shandong, Peoples R China.
来源:TOURISM MANAGEMENT
出版年:2017
卷:59
页码:267-280
DOI:10.1016/j.tourman.2016.08.009
关键词:Tourist mobility; Prediction; GPS technology; Data mining
摘要:Understanding the mobility of tourists plays a fundamental role in the administration and design of tourist destinations, planning of on-site movement and marketing of attractions. In this paper, we focus on how to accurately predict the tourist's next location within a given attraction. A heuristic method based on data mining is proposed, which considers the trajectory of a focal tourist and the movements of past visitors. To evaluate the performance of the proposed method, a case study was conducted at the Summer Palace in Beijing, China. We collected movement information from tourists using GPS tracking technology, and the results of an independent samples t-test indicate that the proposed method indeed performs significantly better than existing methods. We further explore the potential applications of the proposed method. Our results significantly contribute to enhancing the level of personalized location based service, tourist attraction administration, and real-time crowd control. (C) 2016 Elsevier Ltd. All rights reserved.
收录类别:SCOPUS;SSCI
WOS核心被引频次:15
Scopus被引频次:17
资源类型:期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983734616&doi=10.1016%2fj.tourman.2016.08.009&partnerID=40&md5=de4249793b2721328e315c4e03227a7a
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