A survey on big data for trajectory analytics

D Ribeiro de Almeida, C de Souza Baptista… - … International Journal of …, 2020 - mdpi.com
Trajectory data allow the study of the behavior of moving objects, from humans to animals.
Wireless communication, mobile devices, and technologies such as Global Positioning …

A survey on trajectory data warehouse

T Alsahfi, M Almotairi, R Elmasri - Spatial Information Research, 2020 - Springer
Advanced technologies in location acquisition allow us to track the movement of moving
objects (people, planes, vehicles, animals, ships,...) in geographical space. These …

[引用][C] Trajectory big data: Data, applications and techniques

JJ Xu, K Zheng, MM Chi, YY Zhu, XH Yu… - Tongxin …, 2015 - espace.library.uq.edu.au
The fast development of mobile internet has given rise to an extremely large volume of
moving objects trajectory data. These data not only reflect the spatio-temporal mobility of …

Big trajectory data mining: a survey of methods, applications, and services

D Wang, T Miwa, T Morikawa - Sensors, 2020 - mdpi.com
The increasingly wide usage of smart infrastructure and location-aware terminals has
helped increase the availability of trajectory data with rich spatiotemporal information. The …

[PDF][PDF] St-toolkit: A framework for trajectory data warehousing

S Campora, JAF de Macedo… - 14th AGILE Conference …, 2011 - researchgate.net
Turning a collection of simple time-geography data into mobility knowledgeis a key issue in
many research domains, such as social analysis and mobility investigation. Although …

HadoopTrajectory: a Hadoop spatiotemporal data processing extension

M Bakli, M Sakr, THA Soliman - Journal of geographical systems, 2019 - Springer
The recent advances in location tracking technologies and the widespread use of location-
aware applications have resulted in big datasets of moving object trajectories. While there …

Mobility data warehouses

A Vaisman, E Zimányi - ISPRS International Journal of Geo-Information, 2019 - mdpi.com
The interest in mobility data analysis has grown dramatically with the wide availability of
devices that track the position of moving objects. Mobility analysis can be applied, for …

UlTraMan: A unified platform for big trajectory data management and analytics

X Ding, L Chen, Y Gao, CS Jensen, H Bao - Proceedings of the VLDB …, 2018 - dl.acm.org
Massive trajectory data is being generated by GPS-equipped devices, such as cars and
mobile phones, which is used increasingly in transportation, location-based services, and …

Trajectory data models

J Macedo, C Vangenot, W Othman, N Pelekis… - Mobility, Data Mining …, 2008 - Springer
Trajectory Data Models Page 1 Chapter 5 Trajectory Data Models J. Macedo, C. Vangenot, W.
Othman, N. Pelekis, E. Frentzos, B. Kuijpers, I. Ntoutsi, S. Spaccapietra, and Y. Theodoridis …

Trajspark: A scalable and efficient in-memory management system for big trajectory data

Z Zhang, C Jin, J Mao, X Yang, A Zhou - … WAIM 2017, Beijing, China, July 7 …, 2017 - Springer
The widespread application of mobile positioning devices has generated big trajectory data.
Existing disk-based trajectory management systems cannot provide scalable and low …