activity
20082024
most citedComparing and Combining Sentiment Analysis Methods

376 citations · 1k across the 35 of their papers we have counts for

collaborators
Showing cs.SIShow all

18 papers · 1 filter

cs.SI2022★ 2 cited

Telegram Monitor: Monitoring Brazilian Political Groups and Channels on Telegram

Manoel Júnior, Philipe Melo, Daniel Kansaon +3

Instant messaging platforms such as Telegram became one of the main means of communication used by people all over the world. Most of them are home of several groups and channels t…

cs.SI2021★ 5 cited

Characterizing (Un)moderated Textual Data in Social Systems

Lucas Henrique Costa de Lima, Julio Reis, Philipe Melo +2

Despite the valuable social interactions that online media promote, these systems provide space for speech that would be potentially detrimental to different groups of people. The…

cs.SI2020★ 2 cited

How Biased is the Population of Facebook Users? Comparing the Demographics of Facebook Users with Census Data to Generate Correction Factors

Filipe N. Ribeiro, Fabrício Benevenuto, Emilio Zagheni

Censuses around the world are key sources of data to guide government investments and public policies. However, these sources are very expensive to obtain and are collected relativ…

cs.SI2020

Neutrality May Matter: Sentiment Analysis in Reviews of Airbnb, Booking, and Couchsurfing in Brazil and USA

Gustavo Santos, Vinicius F. S. Mota, Fabricio Benevenuto +1

Information and communications technologies have enabled the rise of the phenomenon named sharing economy, which represents activities between people, coordinated by online platfor…

cs.SI2020★ 73 cited

Facebook Ads Monitor: An Independent Auditing System for Political Ads on Facebook

Márcio Silva, Lucas Santos de Oliveira, Athanasios Andreou +3

The 2016 United States presidential election was marked by the abuse of targeted advertising on Facebook. Concerned with the risk of the same kind of abuse to happen in the 2018 Br…

cs.SI2018★ 94 cited

On Microtargeting Socially Divisive Ads: A Case Study of Russia-Linked Ad Campaigns on Facebook

Filipe N. Ribeiro, Koustuv Saha, Mahmoudreza Babaei +6

Targeted advertising is meant to improve the efficiency of matching advertisers to their customers. However, targeted advertising can also be abused by malicious advertisers to eff…

cs.SI2018★ 1 cited

Inside the Right-Leaning Echo Chambers: Characterizing Gab, an Unmoderated Social System

Lucas Lima, Julio C. S. Reis, Philipe Melo +4

The moderation of content in many social media systems, such as Twitter and Facebook, motivated the emergence of a new social network system that promotes free speech, named Gab. S…

cs.SI2017★ 42 cited

White, Man, and Highly Followed: Gender and Race Inequalities in Twitter

Johnnatan Messias, Pantelis Vikatos, Fabricio Benevenuto

Social media is considered a democratic space in which people connect and interact with each other regardless of their gender, race, or any other demographic factor. Despite numero…

cs.SI2017★ 24 cited

Demographics of News Sharing in the U.S. Twittersphere

Julio C. S. Reis, Haewoon Kwak, Jisun An +2

The widespread adoption and dissemination of online news through social media systems have been revolutionizing many segments of our society and ultimately our daily lives. In thes…

cs.SI2017★ 16 cited

Linguistic Diversities of Demographic Groups in Twitter

Pantelis Vikatos, Johnnatan Messias, Manoel Miranda +1

The massive popularity of online social media provides a unique opportunity for researchers to study the linguistic characteristics and patterns of user's interactions. In this pap…

cs.SI2017★ 40 cited

Who Makes Trends? Understanding Demographic Biases in Crowdsourced Recommendations

Abhijnan Chakraborty, Johnnatan Messias, Fabricio Benevenuto +3

Users of social media sites like Facebook and Twitter rely on crowdsourced content recommendation systems (e.g., Trending Topics) to retrieve important and useful information. Cont…

cs.SI2017

The Emergence of Crowdsourcing among Pokémon Go Players

Priscila Martins, Manoel Miranda, Fabrício Benevenuto +1

Since its launching, Pok{é}mon Go has been pointed as the largest gaming phenomenon of the smartphone age. As the game requires the user to walk in the real world to see and captur…

cs.SI2016

From Migration Corridors to Clusters: The Value of Google+ Data for Migration Studies

Johnnatan Messias, Fabricio Benevenuto, Ingmar Weber +1

Recently, there have been considerable efforts to use online data to investigate international migration. These efforts show that Web data are valuable for estimating migration rat…

cs.SI2016★ 102 cited

Analyzing the Targets of Hate in Online Social Media

Leandro Silva, Mainack Mondal, Denzil Correa +2

Social media systems allow Internet users a congenial platform to freely express their thoughts and opinions. Although this property represents incredible and unique communication…

cs.SI2015

The H-index Paradox: Your Coauthors Have a Higher H-index than You Do

Fabrício Benevenuto, Alberto H. F. Laender, Bruno L. Alves

One interesting phenomenon that emerges from the typical structure of social networks is the friendship paradox. It states that your friends have on average more friends than you d…

cs.SI2014

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…

cs.SI2014★ 7 cited

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…

cs.SI2013★ 40 cited

PANAS-t: A Pychometric Scale for Measuring Sentiments on Twitter

Pollyanna Gonçalves, Fabrício Benevenuto, Meeyoung Cha

Online social networks have become a major communication platform, where people share their thoughts and opinions about any topic real-time. The short text updates people post in t…