Use of machine learning technology for tourist and organizational services: high-tech innovation in the hospitality industry

被引:14
|
作者
Parvez, M. Omar [1 ]
机构
[1] Eastern Mediterranean Univ, Dept Tourism, Gazimagusa, Cyprus
关键词
Technology; Tourist; Tourism industry; Technological development; AI; Machine learning; Hospitality; MANAGEMENT;
D O I
10.1108/JTF-09-2019-0083
中图分类号
F [经济];
学科分类号
02 ;
摘要
Purpose Technological innovation has been changing the tourism industry precipitously and making the holiday experience more enjoyable and easier than before. The purpose of this study is to identify the current and future changes by the machine learning (ML) system as artificial intelligence in the hospitality industry. Design/methodology/approach This study has a descriptive research approach because building knowledge on technology and applying this knowledge to a tourism research are still new extensions in social studies, especially in tourism. Findings This research shows the value of using ML in the quality of data, features and algorithms besides stating the difficulties of data analysis in hospitality. This research also provides a comparison of automated ML techniques and the use of a robot for customer services in the hotel. Originality/Value This research contributes to the tourism and technology literature by shedding light on the use of ML in tourism advancement to predict future business conditions, revenue, challenges and also to identify the current trend of tourist demand.
引用
收藏
页码:240 / 244
页数:5
相关论文
共 50 条
  • [1] Impact of TQM and organizational learning on innovation performance in the high-tech industry
    Hung, Richard Yu Yuan
    Lien, Bella Ya-Hui
    Yang, Baiyin
    Wu, Chi-Min
    Kuo, Yu-Ming
    INTERNATIONAL BUSINESS REVIEW, 2011, 20 (02) : 213 - 225
  • [2] Technology innovation and knowledge management in the high-tech industry
    Lu, Iuan-Yuan
    Wang, Chun-Hsien
    INTERNATIONAL JOURNAL OF TECHNOLOGY MANAGEMENT, 2007, 39 (1-2) : 3 - 19
  • [3] The Discussion of Hubei High-tech Industry Technology Innovation Policies
    Xiao Zelei
    Guan Shunfeng
    MOT2009: PROCEEDINGS OF ZHENGZHOU CONFERENCE ON MANAGEMENT OF TECHNOLOGY, VOLS I AND II, 2009, : 25 - 28
  • [4] Effect of Learning Organization on Organizational Communication and Organizational Creativity in High-Tech Industry
    Huang, Paichin
    Yao, Chialing
    EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 13 (12) : 7723 - 7730
  • [5] Effects of Innovative Education on Innovation Capability and Organizational Performance in High-Tech Industry
    Huang, Shien-Ping
    EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2018, 14 (03) : 777 - 784
  • [6] The Influence of High-tech Product Complexity on The Technological Innovation of High-tech Industry
    Wang Lingqiu
    PROCEEDINGS OF THE 2019 4TH INTERNATIONAL CONFERENCE ON FINANCIAL INNOVATION AND ECONOMIC DEVELOPMENT (ICFIED 2019), 2019, 76 : 225 - 229
  • [7] Product Innovation and Survival in a High-Tech Industry
    Fontana, Roberto
    Nesta, Lionel
    REVIEW OF INDUSTRIAL ORGANIZATION, 2009, 34 (04) : 287 - 306
  • [8] Product Innovation and Survival in a High-Tech Industry
    Roberto Fontana
    Lionel Nesta
    Review of Industrial Organization, 2009, 34 : 287 - 306
  • [9] Rethinking organizational learning orientation on radical and incremental innovation in high-tech firms
    Sheng, Margaret L.
    Chien, Iting
    JOURNAL OF BUSINESS RESEARCH, 2016, 69 (06) : 2302 - 2308
  • [10] Empirical Study on Regional Technology Innovation Ability of High-tech Industry in China
    Zhang Jingqiang
    PROCEEDINGS OF 2009 CONFERENCE ON SYSTEMS SCIENCE, MANAGEMENT SCIENCE & SYSTEM DYNAMICS, VOL 9, 2009, : 45 - 48