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Pregled bibliografske jedinice broj: 791199

Agent-based Movement Analysis and Location Prediction in Cellular Networks


Vuković, Marin; Jevtić, Dragan
Agent-based Movement Analysis and Location Prediction in Cellular Networks // Procedia Computer Science, 60 (2015) doi:10.1016/j.procs.2015.08.172 (podatak o recenziji nije dostupan, članak, znanstveni)


CROSBI ID: 791199 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Agent-based Movement Analysis and Location Prediction in Cellular Networks

Autori
Vuković, Marin ; Jevtić, Dragan

Izvornik
Procedia Computer Science (1877-0509) 60 (2015);

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
location prediction; human mobility analysis

Sažetak
The huge quantity of individual location data recorded by mobile phones or mobile networks inspires research questions regarding new and intelligible services on behalf of mobile users. Creating a system for location prediction and following user habits is a sizeable and challenging task. We present a system for movement analysis and location prediction of individual mobile users. The goal of movement analysis is to determine which locations are significant to the user and to classify locations according to user-specific regularities. The analysis is performed by multi-agent system in which individual agent performs a chosen set of functions. The prediction system consists of two predictors which work in parallel, based on the type of user-specific locations. Prediction system is intended to estimate the future location of a user device and provide it to user- authorized applications and services. The proposed system is evaluated using real movement data recorded as part of the MIT Reality Mining Project.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Dragan Jevtić (autor)

Avatar Url Marin Vuković (autor)

Poveznice na cjeloviti tekst rada:

doi

Citiraj ovu publikaciju:

Vuković, Marin; Jevtić, Dragan
Agent-based Movement Analysis and Location Prediction in Cellular Networks // Procedia Computer Science, 60 (2015) doi:10.1016/j.procs.2015.08.172 (podatak o recenziji nije dostupan, članak, znanstveni)
Vuković, M. & Jevtić, D. (2015) Agent-based Movement Analysis and Location Prediction in Cellular Networks. Procedia Computer Science, 60 doi:10.1016/j.procs.2015.08.172.
@article{article, year = {2015}, DOI = {10.1016/j.procs.2015.08.172}, keywords = {location prediction, human mobility analysis}, journal = {Procedia Computer Science}, doi = {10.1016/j.procs.2015.08.172}, volume = {60}, issn = {1877-0509}, title = {Agent-based Movement Analysis and Location Prediction in Cellular Networks}, keyword = {location prediction, human mobility analysis} }
@article{article, year = {2015}, DOI = {10.1016/j.procs.2015.08.172}, keywords = {location prediction, human mobility analysis}, journal = {Procedia Computer Science}, doi = {10.1016/j.procs.2015.08.172}, volume = {60}, issn = {1877-0509}, title = {Agent-based Movement Analysis and Location Prediction in Cellular Networks}, keyword = {location prediction, human mobility analysis} }

Citati:





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