Big data in tourism research: A literature review

doi:10.1016/j.tourman.2018.03.009

CSpace > 系统科学研究所

	Big data in tourism research: A literature review
	Li, Jingjing 1; Xu, Lizhi 2,3; Tang, Ling 1; Wang, Shouyang4,5 ; Li, Ling 1
	2018-10-01
发表期刊	TOURISM MANAGEMENT
ISSN	0261-5177
卷号	68 页码:301-323
摘要	Even at an early stage, diverse big data have been applied to tourism research and made an amazing improvement. This paper might be the first attempt to present a comprehensive literature review on different types of big data in tourism research. By data sources, the tourism-related big data fall into three primary categories: UGC data (generated by users), including online textual data and online photo data; device data (by devices), including GPS data, mobile roaming data, Bluetooth data, etc.; transaction data (by operations), including web search data, webpage visiting data, online booking data, etc. Carrying different information, different data types address different tourism issues. For each type, a systematical analysis is conducted from the perspectives of research focuses, data characteristics, analytic techniques, major challenges and further directions. This survey facilitates a thorough understanding of this sunrise research and offers valuable insights into its future prospects. (C) 2018 Elsevier Ltd. All rights reserved.
关键词	Tourism research Big data Literature review Tourism management Tourist behavior
DOI	10.1016/j.tourman.2018.03.009
语种	英语
资助项目	National Science Fund for Outstanding Young Scholars (NSFC)[71622011] ; National Natural Science Foundation of China (NSFC)[71301006] ; construction project of Collaborative Innovation Center of e-Tourism of Beijing[822139917160102]
WOS研究方向	Environmental Sciences & Ecology ; Social Sciences - Other Topics ; Business & Economics
WOS类目	Environmental Studies ; Hospitality, Leisure, Sport & Tourism ; Management
WOS记录号	WOS:000435428800027
出版者	ELSEVIER SCI LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/30576
专题	系统科学研究所
通讯作者	Tang, Ling
作者单位	1.Beihang Univ, Sch Econ & Management, 37 Xueyuan Rd, Beijing 100191, Peoples R China 2.Beijing Union Univ, Collaborat Innovat Ctr eTourism, Beijing 100101, Peoples R China 3.Beijing Union Univ, Tourism Coll, Beijing 100101, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 5.Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Li, Jingjing,Xu, Lizhi,Tang, Ling,et al. Big data in tourism research: A literature review[J]. TOURISM MANAGEMENT,2018,68:301-323.
APA	Li, Jingjing,Xu, Lizhi,Tang, Ling,Wang, Shouyang,&Li, Ling.(2018).Big data in tourism research: A literature review.TOURISM MANAGEMENT,68,301-323.
MLA	Li, Jingjing,et al."Big data in tourism research: A literature review".TOURISM MANAGEMENT 68(2018):301-323.