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Machine learning-based cloud IOT platform for intelligent tourism information services
EURASIP Journal on Wireless Communications and Networking ( IF 2.3 ) Pub Date : 2022-07-07 , DOI: 10.1186/s13638-022-02138-y
Fangfei Bi , Haotian Liu

Thanks to the continuous development of the tourism industry, the application of Internet of things (IoT) begins to boom among modern tourists. Smart tourism utilizes Internet of things to facilitate the information dissemination and exchange, making IoT technology an indispensable part of next-generation travelling tool kits. In this paper, based on visitor selection behavior, we develop a hybrid intelligent categorization approach. Particularly, our proposed method of categorization could help tourists decide whether or not to visit a sightseeing attraction in a minutes. Cross-validation testing and performance assessment show that our designed platform can work effectively and efficiently by considering a variety of factors.



中文翻译:

基于机器学习的智能旅游信息服务云物联网平台

得益于旅游业的不断发展,物联网(IoT)的应用在现代游客中开始蓬勃发展。智慧旅游利用物联网促进信息传播和交流,使物联网技术成为下一代旅游工具包中不可或缺的一部分。在本文中,基于访客选择行为,我们开发了一种混合智能分类方法。特别是,我们提出的分类方法可以帮助游客在几分钟内决定是否参观观光景点。交叉验证测试和性能评估表明,我们设计的平台可以通过考虑各种因素来有效和高效地工作。

更新日期:2022-07-07
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