[PDF][PDF] A survey of results on mobile phone datasets analysis
In this paper, we review some advances made recently in the study of mobile phone
datasets. This area of research has emerged a decade ago, with the increasing availability …
datasets. This area of research has emerged a decade ago, with the increasing availability …
Large-scale mobile traffic analysis: a survey
D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …
their network infrastructure. This is a recently emerged research field, and, apart from a few …
Big data driven mobile traffic understanding and forecasting: A time series approach
Understanding and forecasting mobile traffic of large scale cellular networks is extremely
valuable for service providers to control and manage the explosive mobile data, such as …
valuable for service providers to control and manage the explosive mobile data, such as …
Diversity in smartphone usage
Using detailed traces from 255 users, we conduct a comprehensive study of smartphone
use. We characterize intentional user activities--interactions with the device and the …
use. We characterize intentional user activities--interactions with the device and the …
Identifying diverse usage behaviors of smartphone apps
Smartphone users are increasingly shifting to using apps as" gateways" to Internet services
rather than traditional web browsers. App marketplaces for iOS, Android, and Windows …
rather than traditional web browsers. App marketplaces for iOS, Android, and Windows …
Anonymization of location data does not work: A large-scale measurement study
We examine a very large-scale data set of more than 30 billion call records made by 25
million cell phone users across all 50 states of the US and attempt to determine to what …
million cell phone users across all 50 states of the US and attempt to determine to what …
Understanding the impact of personality traits on mobile app adoption–Insights from a large-scale field study
The sheer amount of available apps allows users to customize smartphones to match their
personality and interests. As one of the first large-scale studies, the impact of personality …
personality and interests. As one of the first large-scale studies, the impact of personality …
A first look at traffic on smartphones
Using data from 43 users across two platforms, we present a detailed look at smartphone
traffic. We find that browsing contributes over half of the traffic, while each of email, media …
traffic. We find that browsing contributes over half of the traffic, while each of email, media …
LiveLab: measuring wireless networks and smartphone users in the field
We present LiveLab, a methodology to measure real-world smartphone usage and wireless
networks with a reprogrammable indevice logger designed for long-term user studies. We …
networks with a reprogrammable indevice logger designed for long-term user studies. We …
Anatomizing application performance differences on smartphones
The use of cellular data networks is increasingly popular due to the widespread deployment
of 3G technologies and the rapid adoption of smartphones, such as iPhone and GPhone …
of 3G technologies and the rapid adoption of smartphones, such as iPhone and GPhone …