Naslov
Predicting User Movement for Advanced Location-aware Services

Autori
Vuković, Marin ; Lovrek, Ignac ; Jevtić, Dragan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2007) : Proceedings / Dujmić, Hrvoje - Split : Fekultet elektrotehnike, stroijarstva i brodogradnje, 2007, 1-5

ISBN
953-6114-95-X

Skup
International Conference on Software, Telecommunications and Computer Networks

Mjesto i datum
Dubrovnik, Hrvatska; Split, Hrvatska, 2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
mobile user; movement prediction; neural network

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA