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Review of tourism forecasting research with internet data

文献类型：期刊论文

作者Li, Xin1; Law, Rob2; Xie, Gang3; Wang, Shouyang3
刊名TOURISM MANAGEMENT
出版日期2021-04-01
卷号83页码:11
关键词Internet data Tourism forecasting Search engine Social media Systematic review
ISSN号0261-5177
DOI10.1016/j.tourman.2020.104245
英文摘要Internet techniques significantly influence the tourism industry and Internet data have been used widely used in tourism and hospitality research. However, reviews on the recent development of Internet data in tourism forecasting remain limited. This work reviews articles on tourism forecasting research with Internet data published in academic journals from 2012 to 2019. Then, the findings ae synthesized based on the following Internet data classifications: search engine, web traffic, social media, and multiple sources. Results show that among such classifications, search engine data are most widely incorporated into tourism forecasting. Time series and econometric forecasting models remain dominant, whereas artificial intelligence methods are still developing. For unstructured social media and multi-source data, methodological advancements in text mining, sentiment analysis, and social network analysis are required to transform data into time series for forecasting. Combined Internet data and forecasting models will help in improving forecasting accuracy further in future research.
资助项目National Natural Science Foundation of China[71601021] ; Fundamental Research Funds for the Central Universities[FRF-TP19-067A1]
WOS研究方向Environmental Sciences & Ecology ; Social Sciences - Other Topics ; Business & Economics
语种英语
WOS记录号WOS:000596370300005
出版者ELSEVIER SCI LTD
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/57904]  
专题中国科学院数学与系统科学研究院
通讯作者Li, Xin
作者单位1.Univ Sci & Technol Beijing, Sch Econ & Management, Beijing 100083, Peoples R China
2.Hong Kong Polytech Univ, Sch Hotel & Tourism Management, Hong Kong, Peoples R China
3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Li, Xin,Law, Rob,Xie, Gang,et al. Review of tourism forecasting research with internet data[J]. TOURISM MANAGEMENT,2021,83:11.
APA Li, Xin,Law, Rob,Xie, Gang,&Wang, Shouyang.(2021).Review of tourism forecasting research with internet data.TOURISM MANAGEMENT,83,11.
MLA Li, Xin,et al."Review of tourism forecasting research with internet data".TOURISM MANAGEMENT 83(2021):11.

入库方式： OAI收割

来源：数学与系统科学研究院

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