A review of moving object trajectory clustering algorithms

G Yuan, P Sun, J Zhao, D Li, C Wang - Artificial Intelligence Review, 2017 - Springer
Clustering is an efficient way to group data into different classes on basis of the internal and
previously unknown schemes inherent of the data. With the development of the location …

A survey on trajectory data management, analytics, and learning

S Wang, Z Bao, JS Culpepper, G Cong - ACM Computing Surveys …, 2021 - dl.acm.org
Recent advances in sensor and mobile devices have enabled an unprecedented increase
in the availability and collection of urban trajectory data, thus increasing the demand for …

A comparative analysis of trajectory similarity measures

Y Tao, A Both, RI Silveira, K Buchin… - GIScience & Remote …, 2021 - Taylor & Francis
Computing trajectory similarity is a fundamental operation in movement analytics, required
in search, clustering, and classification of trajectories, for example. Yet the range of different …

Cluster analysis of microscopic spatio-temporal patterns of tourists' movement behaviors in mountainous scenic areas using open GPS-trajectory data

W Liu, B Wang, Y Yang, N Mou, Y Zheng, L Zhang… - Tourism …, 2022 - Elsevier
Understanding spatio-temporal patterns of tourist movement behaviors is vital for
Destination Management Departments (DMDs) on destination planning, marketing, and …

An insight into smartphone-based assistive solutions for visually impaired and blind people: issues, challenges and opportunities

A Khan, S Khusro - Universal Access in the Information Society, 2021 - Springer
Blind people are confronting a number of challenges in performing activities of daily life such
as reading labels on a product, identification of currency notes, exploring unknown spaces …

Analysis of human mobility patterns from GPS trajectories and contextual information

K Siła-Nowicka, J Vandrol, T Oshan… - International Journal …, 2016 - Taylor & Francis
Human mobility is important for understanding the evolution of size and structure of urban
areas, the spatial distribution of facilities, and the provision of transportation services. Until …

[KNIHA][B] Visual analytics of movement

G Andrienko, N Andrienko, P Bak, D Keim, S Wrobel - 2013 - books.google.com
Many important planning decisions in society and business depend on proper knowledge
and a correct understanding of movement, be it in transportation, logistics, biology, or the life …

Exploring AIS data for intelligent maritime routes extraction

Z Yan, Y **ao, L Cheng, R He, X Ruan, X Zhou… - Applied Ocean …, 2020 - Elsevier
Maritime traffic route is the basis for the analysis of ship traffic characteristics and navigation
safety. However, the spatial freedom of ship navigation makes the extraction of maritime …

Gmove: Group-level mobility modeling using geo-tagged social media

C Zhang, K Zhang, Q Yuan, L Zhang… - Proceedings of the …, 2016 - dl.acm.org
Understanding human mobility is of great importance to various applications, such as urban
planning, traffic scheduling, and location prediction. While there has been fruitful research …

MobilityDB: A mobility database based on PostgreSQL and PostGIS

E Zimányi, M Sakr, A Lesuisse - ACM Transactions on Database …, 2020 - dl.acm.org
Despite two decades of research in moving object databases and a few research prototypes
that have been proposed, there is not yet a mainstream system targeted for industrial use. In …