Quantifying political polarity based on bipartite opinion networks

L Akoglu - Proceedings of the International AAAI Conference on …, 2014 - ojs.aaai.org
Political inclinations of individuals (liberal vs. conservative) largely shape their opinions on
several issues such as abortion, gun control, nuclear power, etc. These opinions are openly …

Measuring and moderating opinion polarization in social networks

A Matakos, E Terzi, P Tsaparas - Data Mining and Knowledge Discovery, 2017 - Springer
The polarization of society over controversial social issues has been the subject of study in
social sciences for decades (Isenberg in J Personal Soc Psychol 50 (6): 1141–1151, 1986 …

A measure of polarization on social media networks based on community boundaries

P Guerra, W Meira Jr, C Cardie… - Proceedings of the …, 2013 - ojs.aaai.org
Polarization in social media networks is a fact in several scenarios such as political debates
and other contexts such as same-sex marriage, abortion and gun control. Understanding …

Topic-specific sentiment analysis can help identify political ideology

S Bhatia - arXiv preprint arXiv:1810.12897, 2018 - arxiv.org
Ideological leanings of an individual can often be gauged by the sentiment one expresses
about different issues. We propose a simple framework that represents a political ideology …

Determining the polarity and source of opinions expressed in political debates

A Balahur, Z Kozareva, A Montoyo - … 2009, Mexico City, Mexico, March 1-7 …, 2009 - Springer
In this paper we investigate different approaches we developed in order to classify opinion
and discover opinion sources from text, using affect, opinion and attitude lexicon. We apply …

A distance measure for the analysis of polar opinion dynamics in social networks

V Amelkin, P Bogdanov, AK Singh - ACM Transactions on Knowledge …, 2019 - dl.acm.org
Analysis of opinion dynamics in social networks plays an important role in today's life. For
predicting users' political preference, it is particularly important to be able to analyze the …

Quantifying ideological polarization on a network using generalized Euclidean distance

M Hohmann, K Devriendt, M Coscia - Science Advances, 2023 - science.org
An intensely debated topic is whether political polarization on social media is on the rise. We
can investigate this question only if we can quantify polarization, by taking into account how …

[PDF][PDF] Opinion-aware Knowledge Graph for Political Ideology Detection.

W Chen, X Zhang, T Wang, B Yang, Y Li - IJCAI, 2017 - ijcai.org
Identifying individual's political ideology from their speeches and written texts is important for
analyzing political opinions and user behavior on social media. Traditional opinion mining …

Quantifying political leaning from tweets, retweets, and retweeters

FMF Wong, CW Tan, S Sen… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
The widespread use of online social networks (OSNs) to disseminate information and
exchange opinions, by the general public, news media, and political actors alike, has …

Opinion polarity identification through adjectives

S Moghaddam, F Popowich - arXiv preprint arXiv:1011.4623, 2010 - arxiv.org
" What other people think" has always been an important piece of information during various
decision-making processes. Today people frequently make their opinions available via the …