Affective polarization in online climate change discourse on twitter

A Tyagi, J Uyheng, KM Carley - 2020 IEEE/ACM International …, 2020 - ieeexplore.ieee.org
Online social media has become an important platform to organize around different socio-
cultural and political topics. An extensive scholarship has discussed how people are divided …

[HTML][HTML] Using machine learning to compare provaccine and antivaccine discourse among the public on social media: Algorithm development study

YA Argyris, K Monu, PN Tan, C Aarts… - JMIR public health …, 2021 - publichealth.jmir.org
Background Despite numerous counteracting efforts, antivaccine content linked to delays
and refusals to vaccinate has grown persistently on social media, while only a few …

Heated conversations in a warming world: affective polarization in online climate change discourse follows real-world climate anomalies

A Tyagi, J Uyheng, KM Carley - Social Network Analysis and Mining, 2021 - Springer
Climate change research describes online discourse as sharply polarized, echoing real-
world divides in society. Yet while polarization in online climate change discourse has been …

STEM: Unsupervised structural embedding for stance detection

RK Pick, V Kozhukhov, D Vilenchik… - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Stance detection is an important task, supporting many downstream tasks such as discourse
parsing and modeling the propagation of fake news, rumors, and science denial. In this …

Pro or anti? A social influence model of online stance flipping

LHX Ng, KM Carley - IEEE Transactions on Network Science …, 2022 - ieeexplore.ieee.org
Social influence characterizes the change of an individual's stances in a complex social
environment towards a topic. Two factors often govern the influence of stances in an online …