Predicting User-to-content Links in Flickr Groups
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53 citations
Cites background from "Predicting User-to-content Links in..."
...…social networking websites or services—such as Facebook, Flickr, Google+, LinkedIn, Twitter, and Weibo (Chang et al. 2013; Gonzalez et al. 2013; Negi and Chaudhury 2012; Paul et al. 2012; Sumbaly, Kreps, and Shah 2013; Sun et al. 2013; van Laere, Schockaert, and Dhoedt 2013)—are in use…...
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4 citations
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Cites background from "Predicting User-to-content Links in..."
...Even paper [8] has predicted the formation of user-to-content links in Flickr Groups to predict the chance that a user will comment or like an image updated by another user....
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References
30,570 citations
"Predicting User-to-content Links in..." refers methods in this paper
...To discover these topics in an unsupervised manner we employ a popularly used topic model the Latent Dirichlet Allocation [24]....
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25,546 citations
3,266 citations
"Predicting User-to-content Links in..." refers background in this paper
...A. Data-Set We identify three Flickr Groups namely Historical Places5, Architecture of Days Gone By6 and Food around the world7....
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...We do this due to the fact that a large part of content-mediated interactions and social interactions happen within Flickr Groups [1]....
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...The only consideration when choosing a Flickr Group is that the group has sufficient “Activity” - this is achieved by sorting the Flickr Groups on “Activity”, an option provide by the Flickr platform....
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...To the best of our knowledge we are the first to investigate the problem of predicting user-tocontent links in Flickr Groups....
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...The reasons for such community structures could be varied ranging from - interest in some specific aspect of the Flickr Group’s overall topic/theme or preference for a particular brand of camera/lens or regional affinity....
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2,792 citations
"Predicting User-to-content Links in..." refers methods in this paper
...Unfortunately, the SBM suffers from the limitation that each user can belong to only one subgroup/block....
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...We employ the Stochastic Block Model SBM [25] approach for identifying such subgroups or communities from the interaction network....
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1,397 citations