[HTML][HTML] Big data analytics and sustainable tourism: A comprehensive review and network based analysis for potential future research

R Agrawal, VA Wankhede, A Kumar, S Luthra… - International Journal of …, 2022 - Elsevier
Abstract The 2030 agenda for Sustainable Development is transforming the world.
Sustainable tourism options are the forwarding steps for achieving that agenda by providing …

Personalized travel recommendation: a hybrid method with collaborative filtering and social network analysis

JL Chang, H Li, JW Bi - Current Issues in Tourism, 2022 - Taylor & Francis
This study proposes a hybrid method for producing personalized travel recommendation that
better meet travellers' individual needs and also improve their online booking experience …

Measuring the island tourism development sustainability at dual spatial scales using a four-dimensional model: A case study of Shengsi archipelago, China

Y Chi, D Liu - Journal of Cleaner Production, 2023 - Elsevier
Measuring the island tourism development sustainability is critical for utilizing the island
tourism resources, improving the island's socioeconomic prosperity, and maintaining its …

A multi-scale comparison of tourism attraction networks across China

J Gao, P Peng, F Lu, C Claramunt - Tourism Management, 2022 - Elsevier
Tourist destination is a complex system of multiple interacting stakeholders. Although
studies have applied network analytics to explore the structure of this system, majority are …

Tourist perceptions of landscape in Chinese traditional villages: analysis based on online data

H Shen, NF Aziz, M Huang, L Yu… - Journal of Tourism and …, 2024 - Taylor & Francis
This study aimed to explore how tourists perceive the landscapes in traditional Chinese
villages and to provide recommendations for developing and utilizing resources that …

How does ICT influence residents' attitudes towards tourism as a driver of development? A generalised ordered logistic regression analysis: ICT for tourism as driver of …

C De Lucia, P Pazienza… - International Journal of …, 2021 - Wiley Online Library
This study investigates the residents' attitudes to tourism as a driver of regional development
and the impact of digital technologies on these perceptions. This work considers a 'lagging …

Tourism demand forecasting: An ensemble deep learning approach

S Sun, Y Li, J Guo, S Wang - Tourism Economics, 2022 - journals.sagepub.com
The availability of tourism-related big data increases the potential to improve the accuracy of
tourism demand forecasting but presents significant challenges for forecasting, including …

[PDF][PDF] 中国代表性滑雪场网络关注度时空演变及影响因素

王储, 卢长宝, 把多勋, 马斌斌, 秦泽青 - 自然资源学报, 2022 - jnr.ac.cn
基于百度指数数据, 运用指数测度, 空间地理分析, 回归模型和地理探测器, 对2011—2019
年中国大陆26 个代表性滑雪场网络关注度的时空演变特征及影响因素进行分析. 结果表明:(1) …

Intelligent data analysis using optimized support vector machine based data mining approach for tourism industry

MSP Sharma, U Meena, GK Sharma - ACM Transactions on Knowledge …, 2022 - dl.acm.org
Data analysis involves the deployment of sophisticated approaches from data mining
methods, information theory, and artificial intelligence in various fields like tourism …

Identification of mobility patterns of clusters of city visitors: An application of artificial intelligence techniques to social media data

JA Orama, A Huertas, J Borràs, A Moreno… - Applied Sciences, 2022 - mdpi.com
In order to enhance tourists' experiences, Destination Management Organizations need to
know who their tourists are, their travel preferences, and their flows around the destination …