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
Characterizing social cascades in flickr
Proceedings of the first workshop on Online social networks
Growth of the flickr social network
Proceedings of the first workshop on Online social networks
Microscopic evolution of social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Beyond friendship graphs: a study of user interactions in Flickr
Proceedings of the 2nd ACM workshop on Online social networks
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We investigate social cascades, or how information propagation through social links in the online social networks. Based on the analysis of one of the largest available datasets collected from Flickr social network in detail, we shed light on the propagation pattern and cascade characteristic of the photos over the Flickr social network, We also apply a simple conceptual model that mimics the spread and dissemination of information on the Flickr social network, and produces information cascades very similar to those found in real network. With a single threshold parameter, this model can predict whether a photo will flourish or flounder in the network. Some interesting findings of the social linking and information propagation structure are also reported in this paper.