Adaptive user movement prediction for advanced location-aware services

Author

Vukovic, Marin ; Vujnovic, Goran ; Grubisic, Darko

Author_Institution

Dept. of Telecommun., Univ. of Zagreb, Zagreb, Croatia

fYear

2009

fDate

24-26 Sept. 2009

Firstpage

343

Lastpage

347

Abstract

Location-based services are services that provide some information related to the specific location. Location is usually defined as basic, geographical location. However, this kind of information can be upgraded with additional knowledge about user context, such as knowledge about movement habits. The upgrade of basic location information with other contextual information is the key for enabling advanced location-aware services. In this work we propose user movement prediction system as an upgrade of basic location information. The proposed system is based on statistical analysis of user movement and has the ability to adapt to eventual changes in user movement behaviour.

Keywords

mobility management (mobile radio); statistical analysis; adaptive user movement behaviour prediction system; advanced location-aware service; contextual information; eventual change; statistical analysis; Content management; Context awareness; Context-aware services; Mobile radio mobility management; Neural networks; Predictive models; Routing; Statistical analysis; Statistics; Telecommunication computing;

fLanguage

English

Publisher

ieee

Conference_Titel

Software, Telecommunications & Computer Networks, 2009. SoftCOM 2009. 17th International Conference on

Conference_Location

Hvar

Print_ISBN

978-1-4244-4973-6

Electronic_ISBN

978-953-290-015-6

Type

conf

Filename

5306826