A big data approach for logistics trajectory discovery from RFID-enabled production data
Radio frequency identification (RFID) has been widely used in supporting the logistics
management on manufacturing shopfloors where production resources attached with RFID …
management on manufacturing shopfloors where production resources attached with RFID …
A systematic review on moving objects' trajectory data and trajectory data warehouse modeling
The development of mobile technologies has paved the way for new and various
applications taking advantage of trajectory data resulting from moving objects activities in …
applications taking advantage of trajectory data resulting from moving objects activities in …
Exploring visitor movement patterns in natural recreational areas
GPS technology is widely used to produce detailed data on the movement of people.
Analysing massive amounts of GPS data, however, can be cumbersome. We present a …
Analysing massive amounts of GPS data, however, can be cumbersome. We present a …
TAD: A trajectory clustering algorithm based on spatial-temporal density analysis
Y Yang, J Cai, H Yang, J Zhang, X Zhao - Expert Systems with Applications, 2020 - Elsevier
In this paper, a novel trajectory clustering algorithm-TAD-is proposed to extract trajectory
Stays based on spatial-temporal density analysis of data. Two new metrics-NMAST …
Stays based on spatial-temporal density analysis of data. Two new metrics-NMAST …
Constant–a conceptual data model for semantic trajectories of moving objects
Several works have been proposed in the last few years for raw trajectory data analysis, and
some attempts have been made to define trajectories from a more semantic point of view …
some attempts have been made to define trajectories from a more semantic point of view …
Mining mobility user profiles for car pooling
In this paper we introduce a methodology for extracting mobility profiles of individuals from
raw digital traces (in particular, GPS traces), and study criteria to match individuals based on …
raw digital traces (in particular, GPS traces), and study criteria to match individuals based on …
Towards a semantic indoor trajectory model: application to museum visits
In this paper we present a new conceptual model of trajectories, which accounts for
semantic and indoor space information and supports the design and implementation of …
semantic and indoor space information and supports the design and implementation of …
Semantic management of moving objects: A vision towards smart mobility
This position paper presents our vision for the semantic management of moving objects. We
argue that exploiting semantic techniques in mobility data management can bring valuable …
argue that exploiting semantic techniques in mobility data management can bring valuable …
Density-based trajectory outlier detection algorithm
Z Liu, D Pi, J Jiang - Journal of Systems Engineering and …, 2013 - ieeexplore.ieee.org
With the development of global position system (GPS), wireless technology and location
aware services, it is possible to collect a large quantity of trajectory data. In the field of data …
aware services, it is possible to collect a large quantity of trajectory data. In the field of data …
Towards a semantic indoor trajectory model
In this paper we present a Semantic Indoor Trajectory Model aimed at supporting the design
and implementation of context-aware mobility data mining and statistical analytics methods …
and implementation of context-aware mobility data mining and statistical analytics methods …