Flexible online task assignment in real-time spatial data

Y Tong, L Wang, Z Zimu, B Ding… - Proceedings of the …, 2017 - research-collection.ethz.ch
The popularity of Online To Offline (O2O) service platforms has spurred the need for online
task assignment in real-time spatial data, where streams of spatially distributed tasks and …

Continuous spatial query processing: A survey of safe region based techniques

J Qi, R Zhang, CS Jensen… - ACM Computing …, 2018 - dl.acm.org
In the past decade, positioning system-enabled devices such as smartphones have become
most prevalent. This functionality brings the increasing popularity of location-based services …

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 …

Data sets, modeling, and decision making in smart cities: A survey

M Ma, SM Preum, MY Ahmed, W Tärneberg… - ACM Transactions on …, 2019 - dl.acm.org
Cities are deploying tens of thousands of sensors and actuators and developing a large
array of smart services. The smart services use sophisticated models and decision-making …

Moving objects analytics: Survey on future location & trajectory prediction methods

H Georgiou, S Karagiorgou, Y Kontoulis… - arXiv preprint arXiv …, 2018 - arxiv.org
The tremendous growth of positioning technologies and GPS enabled devices has
produced huge volumes of tracking data during the recent years. This source of information …

A natural-language-based visual query approach of uncertain human trajectories

Z Huang, Y Zhao, W Chen, S Gao, K Yu… - … on Visualization and …, 2019 - ieeexplore.ieee.org
Visual querying is essential for interactively exploring massive trajectory data. However, the
data uncertainty imposes profound challenges to fulfill advanced analytics requirements. On …

Predictive tree: An efficient index for predictive queries on road networks

AM Hendawi, J Bao, MF Mokbel… - 2015 IEEE 31st …, 2015 - ieeexplore.ieee.org
Predictive queries on moving objects offer an important category of location-aware services
based on the objects' expected future locations. A wide range of applications utilize this type …

Panda: A predictive spatio-temporal query processor

AM Hendawi, MF Mokbel - … of the 20th International Conference on …, 2012 - dl.acm.org
This paper presents the Panda system for efficient support of a wide variety of predictive
spatio-temporal queries that are widely used in several applications including traffic …

Let's Speak Trajectories: A Vision to Use NLP Models for Trajectory Analysis Tasks

M Musleh, MF Mokbel - ACM Transactions on Spatial Algorithms and …, 2024 - dl.acm.org
The availability of trajectory data combined with various real-life practical applications has
sparked the interest of the research community to design a plethora of algorithms for various …

iRoad: a framework for scalable predictive query processing on road networks

AM Hendawi, J Bao, MF Mokbel - Proceedings of the VLDB Endowment, 2013 - dl.acm.org
This demo presents the iRoad framework for evaluating predictive queries on moving
objects for road networks. The main promise of the iRoad system is to support a variety of …