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Stance detection on social media: State of the art and trends
Stance detection on social media is an emerging opinion mining paradigm for various social
and political applications in which sentiment analysis may be sub-optimal. There has been a …
and political applications in which sentiment analysis may be sub-optimal. There has been a …
The four dimensions of social network analysis: An overview of research methods, applications, and software tools
Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …
One of the reasons for this rise is that this application domain offers a particularly fertile …
SemEval-2017 task 4: Sentiment analysis in Twitter
This paper describes the fifth year of the Sentiment Analysis in Twitter task. SemEval-2017
Task 4 continues with a rerun of the subtasks of SemEval-2016 Task 4, which include …
Task 4 continues with a rerun of the subtasks of SemEval-2016 Task 4, which include …
SemEval-2016 task 4: Sentiment analysis in Twitter
This paper discusses the fourth year of the``Sentiment Analysis in Twitter Task''. SemEval-
2016 Task 4 comprises five subtasks, three of which represent a significant departure from …
2016 Task 4 comprises five subtasks, three of which represent a significant departure from …
The impact of group polarization on the quality of online debate in social media: A systematic literature review
Social media are often accused of worsening the quality of online debate. In this paper, we
focus on group polarization in the context of social media-enabled interaction, a …
focus on group polarization in the context of social media-enabled interaction, a …
Unsupervised user stance detection on Twitter
We present a highly effective unsupervised framework for detecting the stance of prolific
Twitter users with respect to controversial topics. In particular, we use dimensionality …
Twitter users with respect to controversial topics. In particular, we use dimensionality …
Quantifying echo chamber effects in information spreading over political communication networks
Echo chambers in online social networks, in which users prefer to interact only with
ideologically-aligned peers, are believed to facilitate misinformation spreading and …
ideologically-aligned peers, are believed to facilitate misinformation spreading and …
Divergent discourse between protests and counter-protests:# BlackLivesMatter and# AllLivesMatter
Since the shooting of Black teenager Michael Brown by White police officer Darren Wilson in
Ferguson, Missouri, the protest hashtag# BlackLivesMatter has amplified critiques of …
Ferguson, Missouri, the protest hashtag# BlackLivesMatter has amplified critiques of …
Social media participation in an activist movement for racial equality
Abstract From the Arab Spring to the Occupy Movement, social media has been instrumental
in driving and supporting socio-political movements throughout the world. In this paper, we …
in driving and supporting socio-political movements throughout the world. In this paper, we …
Predicting the topical stance and political leaning of media using tweets
Discovering the stances of media outlets and influential people on current, debatable topics
is important for social statisticians and policy makers. Many supervised solutions exist for …
is important for social statisticians and policy makers. Many supervised solutions exist for …