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 …

Location-based and preference-aware recommendation using sparse geo-social networking data

J Bao, Y Zheng, MF Mokbel - … of the 20th international conference on …, 2012 - dl.acm.org
The popularity of location-based social networks provide us with a new platform to
understand users' preferences based on their location histories. In this paper, we present a …

[HTML][HTML] Recommendations in location-based social networks: a survey

J Bao, Y Zheng, D Wilkie, M Mokbel - GeoInformatica, 2015 - Springer
Recent advances in localization techniques have fundamentally enhanced social
networking services, allowing users to share their locations and location-related contents …

Next place prediction using mobility markov chains

S Gambs, MO Killijian… - Proceedings of the first …, 2012 - dl.acm.org
In this paper, we address the issue of predicting the next location of an individual based on
the observations of his mobility behavior over some period of time and the recent locations …

Trajectory data classification: A review

J Bian, D Tian, Y Tang, D Tao - ACM Transactions on Intelligent Systems …, 2019 - dl.acm.org
This article comprehensively surveys the development of trajectory data classification.
Considering the critical role of trajectory data classification in modern intelligent systems for …

Semantic trajectory mining for location prediction

JJC Ying, WC Lee, TC Weng, VS Tseng - Proceedings of the 19th ACM …, 2011 - dl.acm.org
Research on predicting movements of mobile users has attracted a lot of attentions in recent
years. Many of those prediction techniques are developed based only on geographic …

Location-based social networks: Users

Y Zheng - Computing with spatial trajectories, 2011 - Springer
In this chapter, we introduce and define the meaning of location-based social network
(LBSN) and discuss the research philosophy behind LBSNs from the perspective of users …

[HTML][HTML] Semantic trajectory analytics and recommender systems in cultural spaces

S Angelis, K Kotis, D Spiliotopoulos - Big Data and Cognitive Computing, 2021 - mdpi.com
Semantic trajectory analytics and personalised recommender systems that enhance user
experience are modern research topics that are increasingly getting attention. Semantic …

Mining geographic-temporal-semantic patterns in trajectories for location prediction

JJC Ying, WC Lee, VS Tseng - ACM Transactions on Intelligent Systems …, 2014 - dl.acm.org
In recent years, research on location predictions by mining trajectories of users has attracted
a lot of attention. Existing studies on this topic mostly treat such predictions as just a type of …

A geo-ontology design pattern for semantic trajectories

Y Hu, K Janowicz, D Carral, S Scheider… - … Information Theory: 11th …, 2013 - Springer
Trajectory data have been used in a variety of studies, including human behavior analysis,
transportation management, and wildlife tracking. While each study area introduces a …