40 citations · 66 across the 6 of their papers we have counts for
7 papers
Characterizing Attention Cascades in WhatsApp Groups
Josemar Alves Caetano, Gabriel Magno, Marcos Gonçalves +3
An important political and social phenomena discussed in several countries, like India and Brazil, is the use of WhatsApp to spread false or misleading content. However, little is…
10Sent: A Stable Sentiment Analysis Method Based on the Combination of Off-The-Shelf Approaches
Philipe F. Melo, Daniel H. Dalip, Manoel M. Junior +2
Sentiment analysis has become a very important tool for analysis of social media data. There are several methods developed for this research field, many of them working very differ…
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…
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…
Is Learning to Rank Worth It? A Statistical Analysis of Learning to Rank Methods
Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara Marques de Almeida +1
The Learning to Rank (L2R) research field has experienced a fast paced growth over the last few years, with a wide variety of benchmark datasets and baselines available for experim…