I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Measurement and analysis of online social networks
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Poking facebook: characterization of osn applications
Proceedings of the first workshop on Online social networks
Unveiling facebook: a measurement study of social network based applications
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
Comparison of online social relations in volume vs interaction: a case study of cyworld
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
Hot today, gone tomorrow: on the migration of MySpace users
Proceedings of the 2nd ACM workshop on Online social networks
Characterizing User Groups in Online Social Networks
EUNICE '09 Proceedings of the 15th Open European Summer School and IFIP TC6.6 Workshop on The Internet of the Future
Understanding online social network usage from a network perspective
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Characterizing user behavior in online social networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Research on online social networks: time to face the real challenges
ACM SIGMETRICS Performance Evaluation Review
Proceedings of the 11th ACM symposium on Document engineering
On the impact of users availability in OSNs
Proceedings of the Fifth Workshop on Social Network Systems
Scaling microblogging services with divergent traffic demands
Middleware'11 Proceedings of the 12th ACM/IFIP/USENIX international conference on Middleware
International Journal of Communication Systems
Scaling microblogging services with divergent traffic demands
Proceedings of the 12th International Middleware Conference
Google+ or Google-?: dissecting the evolution of the new OSN in its first year
Proceedings of the 22nd international conference on World Wide Web
Eye tracking analysis of user behavior in online social networks
OCSC'13 Proceedings of the 5th international conference on Online Communities and Social Computing
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The users' role is crucial in the development, deployment and the success of online social networks. Despite this fact, little is known and even less has been published about user activities in operating OSNs. In this article we present a large-scale measurement analysis of user behavior in some popular OSNs: Bebo, MySpace, Netlog, and Tagged. A measurement framework has been created in order to observe user activity: more than 500 PlanetLab nodes across the globe have been used for our measurement, monitoring more than 80,000 users for six weeks by downloading more than 100 million profile pages. Based on the measurements, we address two key issues of online social networks: characterization of user activities and usage patterns in the examined OSNs. The main findings of the article include that users' online time spending can be modeled with Weibull distributions; soon after subscribing, a fraction of users tend to lose interest surprisingly fast; and the duration of OSN users' online sessions shows power law distribution characteristics.