Discovering Interest Based Mobile Communities

被引:0
|
作者
Ahlem Drif
Abdellah Boukerram
Yacine Slimani
Silvia Giordano
机构
[1] University of Setif 1,Networks and Distrubuted System Laboratory, Faculty of Sciences
[2] University of Bejaia,Computer Science Department
[3] University of Setif 1,Laboratory of Intelligent Systems
[4] University of Applied Sciences of Southern Switzerland - SUPSI,Networking Lab, ISIN
来源
关键词
Wireless networks; Communities detection methods; Human mobility; Pattern discovery; Pattern analysis;
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学科分类号
摘要
Human mobility has attracted lots of attention in the domain of wireless communication technologies and behavioral sciences. Exploring and analyzing human movements that are changing over time, relating to user habits and depending on spacial aspect is a challenging problem. In this paper, we are interested in discovering communities of mobile users and studying how do communities provide accurate knowledge to analysis the different forms of human mobility. The basic idea of our work is to model the behaviour of users with strong social characteristics regarding the context of their location histories to explore a similar interest of people by mining their mobiles communities. The proposed analysis illustrates in what way a common interest of a group of individuals can create better understanding of human mobility. Realistic models based on these interest based communities can be the basis for applications as recommendation system or wireless networks management.
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页码:344 / 355
页数:11
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