BerlinMOD: a benchmark for moving object databases

C Düntgen, T Behr, RH Güting - The VLDB Journal, 2009 - Springer
This document presents a method to design scalable and representative moving object data
(MOD) and two sets of queries for benchmarking spatio-temporal DBMS. Instead of …

User mobility synthesis based on generative adversarial networks: A survey

S Shin, H Jeon, C Cho, S Yoon… - 2020 22nd International …, 2020 - ieeexplore.ieee.org
User mobility characteristics are considered to significantly affect the performance and UX of
modern IT systems such as mobile communications, context-aware services, location-based …

MNTG: An extensible web-based traffic generator

MF Mokbel, L Alarabi, J Bao, A Eldawy… - Advances in Spatial and …, 2013 - Springer
Road network traffic datasets have attracted significant attention in the past decade. For
instance, in spatio-temporal databases area, researchers harness road network traffic data …

Generative models for simulating mobility trajectories

V Kulkarni, N Tagasovska, T Vatter… - arXiv preprint arXiv …, 2018 - arxiv.org
Mobility datasets are fundamental for evaluating algorithms pertaining to geographic
information systems and facilitating experimental reproducibility. But privacy implications …

Mining long, sharable patterns in trajectories of moving objects

G Gidófalvi, TB Pedersen - Geoinformatica, 2009 - Springer
The efficient analysis of spatio-temporal data, generated by moving objects, is an essential
requirement for intelligent location-based services. Spatio-temporal rules can be found by …

Highly scalable trip grouping for large-scale collective transportation systems

G Gidofalvi, TB Pedersen, T Risch… - Proceedings of the 11th …, 2008 - dl.acm.org
Transportation-related problems, like road congestion, parking, and pollution, are increasing
in most cities. In order to reduce traffic, recent work has proposed methods for vehicle …

Hermoupolis: a semantic trajectory generator in the data science era

N Pelekis, S Sideridis, P Tampakis, Y Theodoridis - SIGSPATIAL Special, 2015 - dl.acm.org
The domain of trajectory data management and mining undoubtedly contributes with
interesting research problems and corresponding effective solutions to what is called data …

Estimating the capacity of the location-based advertising channel

G Gidofalvi, HR Larsen… - International Journal of …, 2008 - inderscienceonline.com
Delivering'relevant'advertisements to consumers carrying mobile devices is regarded by
many as one of the most promising mobile business opportunities. The relevance of a …

Generating synthetic meta-data for georeferenced video management

SA Ay, SH Kim, R Zimmermann - Proceedings of the 18th sigspatial …, 2010 - dl.acm.org
Recently various sensors, such as GPS and compass devices, can be cost-effectively
manufactured and this allows their deployment in conjunction with mobile video cameras …

Instant social ride-sharing

G Gidófalvi, G Herenyi… - … Nov 16-20, 2008, New York …, 2008 - diva-portal.org
Ride–sharing is a resource efficient mode of personal transportation. While the perceived
benefits of ride–sharing include reduced travel times, transportation costs, congestion, and …