Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/1301
Título: | Enhancing a user context by real-time clustering mobile trajectories |
Autor(es): | Moreira, Adriano Santos, Maribel Yasmina |
Palavras-chave: | Location-based services Location context Spatio-temporal clustering Tracking data |
Data: | 4-Abr-2005 |
Editora: | IEEE |
Citação: | INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY CODING AND COMPUTING - “ITCC 2005 : proceedings”. Las Vegas : IEEE, 2005. ISBN 0-7695-2315-3. |
Relatório da Série N.º: | PR2315 |
Resumo(s): | With the increasing availability of mobile networks and mobile devices, new paradigms of interaction between users and between a user and the surrounding environment are emerging. Location-aware systems [1-2] play a particular role in this new environments and, when the position of a user is known, applications running on the mobile devices, and even the virtual environment being visited by a user, can adapt their behaviour accordingly to the position of the user. In these systems, the position information is obtained from a set of position sensors, or from network-based location services, and is often used directly, without any further processing, as a parameter in the adaptation process. However, in addition to a low-level representation of positions as provided by position sensors, location-aware systems could benefit from having high-level representations of locations and places. In this paper we show that the context of a user can be enhanced with high-level location data useful for the adaptation of location-aware applications. For this, we propose an inference method based on a real-time clustering algorithm to automatically estimate the location of the places where a user lives and works. The achieved results show that the proposed approach rapidly converges to the expected locations, and that the same algorithm can be used to estimate both the home and workplace simultaneously. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/1301 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
Aparece nas coleções: | DSI - Sistemas de Computação e Comunicações |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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2005_1_moreira_clustering.pdf Acesso restrito! | 1,55 MB | Adobe PDF | Ver/Abrir |