Big data;
Tourism;
Analytics;
Systematic literature review;
Hospitality;
Latent Dirichlet allocation;
SOCIAL MEDIA ANALYTICS;
CUSTOMER SATISFACTION;
BUSINESS INTELLIGENCE;
COAUTHORSHIP NETWORKS;
CHARGING STATIONS;
GOOGLE SCHOLAR;
CO-CREATION;
DESTINATION;
TRAVEL;
PATTERNS;
D O I:
10.1108/IJCHM-03-2021-0301
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Purpose The purpose of this work is to survey the body of research revolving around big data (BD) and analytics in hospitality and tourism, by detecting macro topical areas, research streams and gaps and to develop an agenda for future research. Design/methodology/approach This research is based on a systematic literature review of academic papers indexed in the Scopus and Web of Science databases published up to 31 December 2020. The outputs were analyzed using bibliometric techniques, network analysis and topic modeling. Findings The number of scientific outputs in research with hospitality and tourism settings has been expanding over the period 2015-2020, with a substantial stability of the areas examined. The vast majority are published in academic journals where the main reference area is neither hospitality nor tourism. The body of research is rather fragmented and studies on relevant aspects, such as BD analytics capabilities, are virtually missing. Most of the outputs are empirical. Moreover, many of the articles collected relatively small quantities of records and, regardless of the time period considered, only a handful of articles mix a number of different techniques. Originality/value This work sheds new light on the emergence of a body of research at the intersection of hospitality and tourism management and data science. It enriches and complements extant literature reviews on BD and analytics, combining these two interconnected topics.
机构:
Sun Yat Sen Univ, Sch Business, Xingang West Rd, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Business, Xingang West Rd, Guangzhou 510275, Guangdong, Peoples R China
Wu, Doris Chenguang
Zhong, Shiteng
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Sch Business, Xingang West Rd, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Business, Xingang West Rd, Guangzhou 510275, Guangdong, Peoples R China
Zhong, Shiteng
Wu, Ji
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Sch Business, Xingang West Rd, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Business, Xingang West Rd, Guangzhou 510275, Guangdong, Peoples R China
Wu, Ji
Song, Haiyan
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Shenzhen Res Inst, Sch Hotel & Tourism Management, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Sch Business, Xingang West Rd, Guangzhou 510275, Guangdong, Peoples R China
机构:
Univ Turku, Turku Sch Econ, Turku, Finland
Woxsen Univ, Sch Business, Hyderabad, IndiaUniv Turku, Turku Sch Econ, Turku, Finland
Khanra, Sayantan
Dhir, Amandeep
论文数: 0引用数: 0
h-index: 0
机构:
LUT Univ, Sch Business & Management, Lappeenranta, Finland
Univ Agder, Sch Business & Law, Dept Management, Kristiansand, Norway
North West Univ, Optentia Res Focus Area, Vanderbijlpark, South AfricaUniv Turku, Turku Sch Econ, Turku, Finland
Dhir, Amandeep
Islam, Najmul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Dept Future Technol, Turku, FinlandUniv Turku, Turku Sch Econ, Turku, Finland
Islam, Najmul
Mantymaki, Matti
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Turku Sch Econ, Turku, FinlandUniv Turku, Turku Sch Econ, Turku, Finland
机构:
Zhejiang Univ, Sch Management, Dept Tourism & Hotel Management, Hangzhou, Peoples R ChinaZhejiang Univ, Sch Management, Dept Tourism & Hotel Management, Hangzhou, Peoples R China
Lyu, Jiaying
Khan, Asif
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Management, Dept Tourism & Hotel Management, Hangzhou, Peoples R China
Zhejiang Univ City Coll, Int Sch Cultural Tourism, Hangzhou, Peoples R China
Hazara Univ, Dept Tourism & Hospitality, Mansehra, PakistanZhejiang Univ, Sch Management, Dept Tourism & Hotel Management, Hangzhou, Peoples R China
Khan, Asif
Bibi, Sughra
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Guanghua Law Sch, Hangzhou, Peoples R China
Shaheed Benazir Bhutto Women Univ, Dept Law, Peshawar, PakistanZhejiang Univ, Sch Management, Dept Tourism & Hotel Management, Hangzhou, Peoples R China
Bibi, Sughra
Chan, Jin Hooi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Greenwich, Greenwich Business Sch, London, EnglandZhejiang Univ, Sch Management, Dept Tourism & Hotel Management, Hangzhou, Peoples R China
Chan, Jin Hooi
Qi, Xiaoguang
论文数: 0引用数: 0
h-index: 0
机构:
S Plus Acad, Shanghai, Peoples R China
Univ Cambridge, Judge Business Sch, Subject Grp Strategy & Int Business, Cambridge, EnglandZhejiang Univ, Sch Management, Dept Tourism & Hotel Management, Hangzhou, Peoples R China