Predicting User Movement for Advanced Location-aware Services (CROSBI ID 530148)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Vuković, Marin ; Lovrek, Ignac ; Jevtić, Dragan
engleski
Predicting User Movement for Advanced Location-aware Services
The paper deals with prediction of user movement in the context of enhancing location-aware services. Location and movement information are based on the simplest mechanism provided by mobile networks ? broadcasted cell identification. The proposed approach includes the following steps: collecting information about user movement, analysing and learning user movement patterns, and applying movement knowledge to movement prediction. Movement prediction system based on the neural networks used for movement regularity detection and movement prediction is presented. Service architecture and an example service concludes the paper.
mobile user; movement prediction; neural network
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Podaci o prilogu
1-5.
2007.
objavljeno
Podaci o matičnoj publikaciji
International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2007) : Proceedings
Dujmić, Hrvoje
Split: Fekultet elektrotehnike, stroijarstva i brodogradnje
953-6114-95-X
Podaci o skupu
International Conference on Software, Telecommunications and Computer Networks
predavanje
01.01.2007-01.01.2007
Dubrovnik, Hrvatska; Split, Hrvatska