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 survey on trajectory data mining: Techniques and applications

Z Feng, Y Zhu - IEEE Access, 2016 - ieeexplore.ieee.org
Rapid advance of location acquisition technologies boosts the generation of trajectory data,
which track the traces of moving objects. A trajectory is typically represented by a sequence …

A survey of trajectory distance measures and performance evaluation

H Su, S Liu, B Zheng, X Zhou, K Zheng - The VLDB Journal, 2020 - Springer
The proliferation of trajectory data in various application domains has inspired tremendous
research efforts to analyze large-scale trajectory data from a variety of aspects. A …

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 …

[PDF][PDF] 轨迹大数据: 数据处理关键技术研究综述

高强, 张凤荔, 王瑞锦, 周帆 - 软件学报, 2016 - jos.org.cn
大数据时代下, 移动互联网发展与移动终端的普及形成了海量移动对象轨迹数据.
轨迹数据含有丰富的时空特征信息, 通过轨迹数据处理技术, 可以挖掘人类活动规律与行为特征 …

Rest: A reference-based framework for spatio-temporal trajectory compression

Y Zhao, S Shang, Y Wang, B Zheng… - Proceedings of the 24th …, 2018 - dl.acm.org
The pervasiveness of GPS-enabled devices and wireless communication technologies
results in massive trajectory data, incurring expensive cost for storage, transmission, and …

Torch: A search engine for trajectory data

S Wang, Z Bao, JS Culpepper, Z Xie, Q Liu… - The 41st international …, 2018 - dl.acm.org
This paper presents a new trajectory search engine called Torch for querying road network
trajectory data. Torch is able to efficiently process two types of typical queries (similarity …

[PDF][PDF] 轨迹大数据: 数据, 应用与技术现状

许佳捷, 郑凯, 池明旻, 朱扬勇, 禹晓辉, 周晓方 - 通信学报, 2015 - infocomm-journal.com
移动互联技术的飞速发展催生了大量的移动对象轨迹数据. 这些数据刻画了个体和群体的时空
动态性, 蕴含着人类, 车辆, 动物的行为信息, 对交通导航, 城市规划, 车辆监控等应用具有重要的 …

Trajectory big data: a review of key technologies in data processing

高强, 张凤荔, 王瑞锦, 周帆 - Journal of Software, 2016 - jos.org.cn
大数据时代下, 移动互联网发展与移动终端的普及形成了海量移动对象轨迹数据.
轨迹数据含有丰富的时空特征信息, 通过轨迹数据处理技术, 可以挖掘人类活动规律与行为特征 …

Approximate keyword search in semantic trajectory database

B Zheng, NJ Yuan, K Zheng, X Xie… - 2015 IEEE 31st …, 2015 - ieeexplore.ieee.org
Driven by the advances in location positioning techniques and the popularity of location
sharing services, semantic enriched trajectory data have become unprecedentedly …