Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Growth of the flickr social network
Proceedings of the first workshop on Online social networks
Buzztraq: predicting geographical access patterns of social cascades using social networks
Proceedings of the Second ACM EuroSys Workshop on Social Network Systems
Beyond friendship graphs: a study of user interactions in Flickr
Proceedings of the 2nd ACM workshop on Online social networks
Modeling Agents' Knowledge in Collective Evolutionary Systems
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part I
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
Characterizing podcast services: publishing, usage, and dissemination
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Evolution of an online social aggregation network: an empirical study
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Modeling social cascade in the Flickr social network
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Analysis of MySpace user profiles
Information Systems Frontiers
Outtweeting the twitterers - predicting information cascades in microblogs
WOSN'10 Proceedings of the 3rd conference on Online social networks
Detecting and characterizing social spam campaigns
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Finding critical nodes for inhibiting diffusion of complex contagions in social networks
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Exploiting locality of interest in online social networks
Proceedings of the 6th International COnference
Measuring message propagation and social influence on Twitter.com
SocInfo'10 Proceedings of the Second international conference on Social informatics
Proceedings of the 20th international conference on World wide web
A correlation analysis of web social media
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Analyzing the impact of events in an online music community
Proceedings of the 4th Workshop on Social Network Systems
Modeling the structure and evolution of discussion cascades
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Comparing linkage graph and activity graph of online social networks
SocInfo'11 Proceedings of the Third international conference on Social informatics
The pattern of information diffusion in microblog
Proceedings of The ACM CoNEXT Student Workshop
Assessing the impact of the social network on marking photos as favorites in flickr
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Beyond friendship: modeling user activity graphs on social network-based gifting applications
Proceedings of the 2012 ACM conference on Internet measurement conference
The role of twitter in youtube videos diffusion
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Selective Behavior in Online Social Networks
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Tweets Beget Propinquity: Detecting Highly Interactive Communities on Twitter Using Tweeting Links
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Journal of Intelligent Information Systems
Using Generalized Annotated Programs to Solve Social Network Diffusion Optimization Problems
ACM Transactions on Computational Logic (TOCL)
Temporal influence over the Last.fm social network
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Measuring message propagation and social influence on Twitter.com
International Journal of Communication Networks and Distributed Systems
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Online social networking sites like MySpace and Flickr have become a popular way to share and disseminate content. Their massive popularity has led to the viral marketing of content, products, and political campaigns on the sites themselves. Despite the excitement, the precise mechanisms by which information is exchanged over these networks are not well understood. In this paper, we investigate social cascades, or how information disseminates through social links in online social networks. Using real traces of 1,000 popular photos and a social network collected from Flickr, and a theoretical framework borrowed from epidemiology, we show that social cascades are an important factor in the dissemination of content. Our work provides an important first step in understanding how information disseminates in social networks.