DocumentCode :
3626895
Title :
Moppy-Mobile Object Position Prediction Application
Author :
Lukasz Rosikiewicz;Mikolaj Morzy
Author_Institution :
Logos sp. z o.o., Poznan
fYear :
2007
fDate :
5/1/2007 12:00:00 AM
Firstpage :
215
Lastpage :
217
Abstract :
In this paper we present Moppy - an application for mobile object position prediction. Moppy is an easy to use, intuitive application with interactive graphical user interface and result visualization. The main purpose of Moppy is to predict an unknown position of a mobile object based on frequent trajectories discovered from historical movement data. In this paper we present an overview of Moppy´s features, including input data formats, mining algorithms employed by Moppy, and visualization of prediction results. Some research issues pertaining to the development of Moppy are also briefly discussed in this paper.
Keywords :
"Predictive models","Data mining","Computational modeling","Data visualization","Trajectory","Prediction methods","Machine learning algorithms","Prediction algorithms","Graphical user interfaces","Wireless communication"
Publisher :
ieee
Conference_Titel :
Mobile Data Management, 2007 International Conference on
Print_ISBN :
1-4244-1241-2
Type :
conf
DOI :
10.1109/MDM.2007.40
Filename :
4417147
Link To Document :
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