Ethos and Pathos in Online Group Discussions: Corpora for Polarisation Issues in Social Media
This provides a resource for researchers studying communication strategies in social media to address polarisation issues, though it is incremental as it builds on existing concepts from social science and computational tools.
The authors tackled the problem of growing societal polarisation in online discussions by developing multi-topic and multi-platform corpora with manual annotation of ethos and pathos appeals, enabling large-scale computational analysis of rhetorical strategies in polarising exchanges.
Growing polarisation in society caught the attention of the scientific community as well as news media, which devote special issues to this phenomenon. At the same time, digitalisation of social interactions requires to revise concepts from social science regarding establishment of trust, which is a key feature of all human interactions, and group polarisation, as well as new computational tools to process large quantities of available data. Existing methods seem insufficient to tackle the problem fully, thus, we propose to approach the problem by investigating rhetorical strategies employed by individuals in polarising discussions online. To this end, we develop multi-topic and multi-platform corpora with manual annotation of appeals to ethos and pathos, two modes of persuasion in Aristotelian rhetoric. It can be employed for training language models to advance the study of communication strategies online on a large scale. With the use of computational methods, our corpora allows an investigation of recurring patterns in polarising exchanges across topics of discussion and media platforms, and conduct both quantitative and qualitative analyses of language structures leading to and engaged in polarisation.