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A comparative analysis of trajectory similarity measures
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 …
in search, clustering, and classification of trajectories, for example. Yet the range of different …
Trajectory data classification: A review
This article comprehensively surveys the development of trajectory data classification.
Considering the critical role of trajectory data classification in modern intelligent systems for …
Considering the critical role of trajectory data classification in modern intelligent systems for …
Recommendations in location-based social networks: a survey
Recent advances in localization techniques have fundamentally enhanced social
networking services, allowing users to share their locations and location-related contents …
networking services, allowing users to share their locations and location-related contents …
Location-based and preference-aware recommendation using sparse geo-social networking data
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 …
understand users' preferences based on their location histories. In this paper, we present a …
Next place prediction using mobility markov chains
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 …
the observations of his mobility behavior over some period of time and the recent locations …
Semantic trajectory mining for location prediction
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 …
years. Many of those prediction techniques are developed based only on geographic …
Location-based social networks: Users
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 …
(LBSN) and discuss the research philosophy behind LBSNs from the perspective of users …
Mining geographic-temporal-semantic patterns in trajectories for location prediction
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 lot of attention. Existing studies on this topic mostly treat such predictions as just a type of …
A comprehensive survey on trajectory-based location prediction
Recent explorative growth in telecommunication and telepathy technology has flooded the
market with location-based data, which paves the way for location-aware prediction …
market with location-based data, which paves the way for location-aware prediction …
A geo-ontology design pattern for semantic trajectories
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 …
transportation management, and wildlife tracking. While each study area introduces a …