15 citations · 39 across the 9 of their papers we have counts for
4 papers · 1 filter
Improving the Effectiveness of Content Popularity Prediction Methods using Time Series Trends
Flavio Figueiredo, Marcos André Gonçalves, Jussara M. Almeida
We here present a simple and effective model to predict the popularity of web content. Our solution, which is the winner of two of the three tasks of the ECML/PKDD 2014 Predictive…
Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries
Flavio Figueiredo, Jussara M. Almeida, Yasuko Matsubara +2
How many listens will an artist receive on a online radio? How about plays on a YouTube video? How many of these visits are new or returning users? Modeling and mining popularity d…
TrendLearner: Early Prediction of Popularity Trends of User Generated Content
Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves +1
We here focus on the problem of predicting the popularity trend of user generated content (UGC) as early as possible. Taking YouTube videos as case study, we propose a novel two-st…
On the Dynamics of Social Media Popularity: A YouTube Case Study
Flavio Figueiredo, Jussara M. Almeida, Marcos André Gonçalves +1
Understanding the factors that impact the popularity dynamics of social media can drive the design of effective information services, besides providing valuable insights to content…