Computer Science – Networking and Internet Architecture
Scientific paper
2010-05-27
Computer Science
Networking and Internet Architecture
10 pages, 10 figures
Scientific paper
Design and simulation of future mobile networks will center around human interests and behavior. We propose a design paradigm for mobile networks driven by realistic models of users' on-line behavior, based on mining of billions of wireless-LAN records. We introduce a systematic method for large-scale multi-dimensional coclustering of web activity for thousands of mobile users at 79 locations. We find surprisingly that users can be consistently modeled using ten clusters with disjoint profiles. Access patterns from multiple locations show differential user behavior. This is the first study to obtain such detailed results for mobile Internet usage.
Helmy Ahmed
Moghaddam Saeed
Ranka Sanjay
Somaiya Manas
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