DocumentCode :
2945635
Title :
Domain and location specific modeling of mobile users online Interests
Author :
Moghaddam, Saeed ; Carvalho, Marco ; Helmy, Ahmed
Author_Institution :
Comput. & Inf. Sci. & Eng. Dept., Univ. of Florida, Gainesville, FL, USA
fYear :
2013
fDate :
1-5 July 2013
Firstpage :
1436
Lastpage :
1441
Abstract :
User interests and behavior will play a key role in the design of future mobile networks. In this paper, we introduce a novel technique for the modeling of mobile users interests based on their online activity and mobility. In this study, we conduct domain-specific and location-based analysis and modeling of mobile user interests based on the amount of their online time. Using KS test, we show that domain-specific and location-based models provide more accuracy than a generic model for mobile users interests. The provided models can be applied for design and evaluation of a myriad of interest-based applications and services for future mobile global Internet.
Keywords :
Internet; mobile computing; KS test; domain specific modeling; future mobile global Internet; future mobile networks; interest-based applications; location specific modeling; mobile users online interests; online time; Buildings; Computational modeling; Context modeling; Data models; Internet; Mathematical model; Mobile communication; data-driven; interest; modeling; wireless;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2013 9th International
Conference_Location :
Sardinia
Print_ISBN :
978-1-4673-2479-3
Type :
conf
DOI :
10.1109/IWCMC.2013.6583767
Filename :
6583767
Link To Document :
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