Graphs over time: densification laws, shrinking diameters and possible explanations
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Analysis of topological characteristics of huge online social networking services
Proceedings of the 16th international conference on World Wide Web
Growth of the flickr social network
Proceedings of the first workshop on Online social networks
On unbiased sampling for unstructured peer-to-peer networks
IEEE/ACM Transactions on Networking (TON)
Beyond friendship graphs: a study of user interactions in Flickr
Proceedings of the 2nd ACM workshop on Online social networks
Hot today, gone tomorrow: on the migration of MySpace users
Proceedings of the 2nd ACM workshop on Online social networks
A measure of online social networks
COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks
A Socratic method for validation of measurement-based networking research
Computer Communications
Measuring user behavior in online social networks
IEEE Network: The Magazine of Global Internetworking
The tube over time: characterizing popularity growth of youtube videos
Proceedings of the fourth ACM international conference on Web search and data mining
Characterizing the effectiveness of twitter hashtags to detect and track online population sentiment
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Online social networks: A survey of a global phenomenon
Computer Networks: The International Journal of Computer and Telecommunications Networking
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Online Social Networks (OSNs) provide a unique opportunity for researchers to study how a combination of technological, economical, and social forces have been conspiring to provide a service that has attracted the largest user population in the history of the Internet. With more than half a billion of users and counting, OSNs have the potential to impact almost every aspect of networking, including measurement and performance modeling and analysis, network architecture and system design, and privacy and user behavior, to name just a few. However, much of the existing OSN research literature seems to have lost sight of this unique opportunity and has avoided dealing with the new challenges posed by OSNs. We argue in this position paper that it is high time for OSN researcher to exploit and face these challenges to provide a basic understanding of the OSN ecosystem as a whole. Such an understanding has to reflect the key role users play in this system and must focus on the system's dynamics, purpose and functionality when trying to illuminate the main technological, economic, and social forces at work in the current OSN revolution.