智慧旅游中的物联网:文献综述

Q1 Business, Management and Accounting
Chowdhury Noushin Novera, Zobayer Ahmed, Rafsanjany Kushol, P. Wanke, M. Azad
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引用次数: 5

摘要

虽然已经有大量关于智慧旅游的研究,但这些文章还没有被结合成一个彻底的文献综述,可以检查研究流和未来研究的范围。本研究的目的是首次使用文本挖掘技术和基于引文的文献计量分析来检查关于在旅游部门发展中部署物联网(IoT)对吸引更多游客的影响的文献。设计/方法/方法本研究使用R编程对36篇关于旅游业物联网的出版物进行全文分析,并使用相似度查看器可视化软件对来自Scopus数据库的469篇论文进行文献计量引用分析。除此之外,使用Excel对这些文档进行了纵向研究,并使用r工具使用趋势话题进行了词频研究。文献计量学研究的结果揭示了旅游管理文献中存在的网络。通过使用对数似然,文本挖掘的发现在相关性的基础上确定了九个主题模型,并与现有论文的概述和使用潜在狄利克雷分配的后验概率的主要作者列表一起呈现。原创性/价值本研究考察了物联网在旅游文献中发挥重要作用的文献。据作者所知,这项研究是第一次将文本挖掘与文献计量学综述相结合。它显著地分析和讨论了技术在旅游部门发展对吸引游客的影响,同时提出了这些著作中最重要和经常讨论的主题和研究。这些发现为研究人员、旅游管理人员和技术专业人员提供了对电子旅游的全面了解,并提供了吸引游客的智能设备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Internet of Things (IoT) in smart tourism: a literature review
Purpose Although there has been a significant amount of research on Smart Tourism, the articles have not yet been combined into a thorough literature review that can examine research streams and the scope of future research. The purpose of this study is to examine the literature on the impact of deploying the Internet of Things (IoT) in tourism sector development to attract more visitors using a text mining technique and citation based bibliometric analysis for the first time. Design/methodology/approach This study uses R programming to do a full-text analysis of 36 publications on IoT in tourism and visualization of similarities viewer software to conduct a bibliometric citation analysis of 469 papers from the Scopus database. Aside from that, the documents were subjected to a longitudinal study using Excel and word frequency using a trending topic using the R-tool. Findings Results from the bibliometric study revealed the networks that exist in the literature of Tourism Management. With the use of log-likelihood, the findings from text mining identified nine theme models on the basis of relevancy, which is presented alongside an overview of the existing papers and a list of the primary authors with posterior probability using latent Dirichlet allocation. Originality/value This study examines tourism literature in which IoT plays a significant role. To the best of the authors’ knowledge, this study is the first to combine text mining with a bibliometric review. It significantly analyzes and discusses the impact of technology in the tourism sector development on attracting tourists while presenting the most important and frequently discussed topics and research in these writings. These findings provide researchers, tourism managers and technology professionals with a complete understanding of e-tourism and to provide smart devices to attract tourists.
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来源期刊
Spanish Journal of Marketing - ESIC
Spanish Journal of Marketing - ESIC Business, Management and Accounting-Marketing
CiteScore
9.10
自引率
0.00%
发文量
21
审稿时长
12 weeks
期刊介绍: Expected manuscript profile: SJM-ESIC is especially interested in submissions that include unique and novel contributions on the frontier of knowledge, focused on emerging areas relevant to academic research in marketing or even opening new research niches. New methodologies and techniques are particularly appreciated. SJM-ESIC welcomes a wide array of original contributions (quantitative or qualitative empirical analysis, critical literature reviews, meta-analysis, theoretical papers, agenda for future research, etc.), as well as research that cross the frontiers between marketing and other related areas. Submitted manuscripts can be focused on Spanish, Latin-American, but also any other relevant market. Agenda for Future Research: Considering the interest of the SJM-ESIC for unique and novel contributions on the frontier of knowledge, this section aims to create a space for critical reflection of new directions in which future specialized research in the marketing field should advance. The Agenda for Future Research section welcomes contributions outlining emerging opportunities in the marketing discipline derived, for example, from changes in consumers'' behaviour. New challenges in this evolving field might be also addressed. In sum, this section aims to propose new research avenues for marketing academics in order to inspire future research agendas. Leading researchers in the marketing discipline, either alone or in collaboration, are highly encouraged to contribute to this Agenda for Future Research section. Due to the particularities of this type of contributions, no restrictions on manuscript structure apply.
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