[PDF][PDF] Data Mining Tourism Patterns

NC Chen, J Xie, P Tinn, L Alonso, T Nagakura… - academia.edu
In this study we show how Call Detail Record (CDR) can be used to better understand the
travel patterns of visitors. We show how Origin-Destination (OD) Interactive Maps can …

Spatial structures of tourism destinations: A trajectory data mining approach leveraging mobile big data

S Park, Y Xu, L Jiang, Z Chen, S Huang - Annals of Tourism Research, 2020 - Elsevier
The advancement of mobile technology provides an opportunity to obtain the real-time
information of travelers, such as their spatial and temporal behaviors, during their visits to a …

[PDF][PDF] An Interactive Dashboard for Traveler Mobility Analysis.

L Vorwerk, LW Dietz - WebTour@ WSDM, 2021 - ceur-ws.org
Showcasing research in data mining is a challenging topic. Developed models of everyday
phenomena are often only understandable by domain experts which might lead to low …

FTT: A system for finding and tracking tourists in public transport services

H Wu, JA Tan, WS Ng, M Xue, W Chen - Proceedings of the 2015 ACM …, 2015 - dl.acm.org
The tourism industry is a key economic driver for many cities. To understand tourists'
traveling patterns can help both public and private relevant sectors design and improve their …

Mining Tourists' Movement Patterns in a City

LB Elvas, M Nunes, JA Afonso, BI Helgheim… - … on Intelligent Transport …, 2023 - Springer
Although tourists generate a large amount of data (known as “big data”) when they visit
cities, little is known about their spatial behavior. One of the most significant issues that has …

Leveraging tourist trajectory data for effective destination planning and management: A new heuristic approach

W Zheng, M Li, Z Lin, Y Zhang - Tourism Management, 2022 - Elsevier
Understanding tourist movements provides insights for destination planning, service design
and marketing. The key challenge is to develop a tool that can capture the value in the …

Where to go in Brooklyn: NYC mobility patterns from taxi rides

JC Garcia, A Avendaño, C Vaca - World Conference on Information …, 2018 - Springer
Urban centers attractive for local citizens commonly house local cuisine restaurants or
commercial areas. Local authorities are interested in discovering pattern to explain why city …

Inferring trip purposes and uncovering travel patterns from taxi trajectory data

L Gong, X Liu, L Wu, Y Liu - Cartography and Geographic …, 2016 - Taylor & Francis
Global positioning system-enabled vehicles provide an efficient way to obtain large
quantities of movement data for individuals. However, the raw data usually lack activity …

Identifying tourists from public transport commuters

M Xue, H Wu, W Chen, WS Ng, GH Goh - Proceedings of the 20th ACM …, 2014 - dl.acm.org
Tourism industry has become a key economic driver for Singapore. Understanding the
behaviors of tourists is very important for the government and private sectors, eg …

Exploring group movement pattern through cellular data: A case study of tourists in Hainan

X Zhu, T Sun, H Yuan, Z Hu, J Miao - ISPRS International Journal of Geo …, 2019 - mdpi.com
Identifying group movement patterns of crowds and understanding group behaviors are
valuable for urban planners, especially when the groups are special such as tourist groups …