In the digital era that we are living in, on the internet discussion has become additional and additional existing in our everyday lives and primarily on the social media platforms that we commonly use. Anytime we put up an picture on Instagram or produce a twit on Twitter, we get started a prospective discussion thread. How appear is that?
When we publish a information (a put up, an image…) and share it with other people, if another person can make a comment then we make a conversation thread. Nothing new until here, appropriate? What’s new and attention-grabbing (for me) is that this sequential posting conduct has captivated the notice of academia (moreover the massive tech providers, of training course).
It would seem that diverse modelling methods have been proposed to review the construction of threads in on the internet discussions in order to establish the mechanisms beneath the network construction of threads. In particular, statistical styles are the most popular and allow for experts to reproduce the expansion of discussion threats by applying diverse options/parameters and link them to human conduct.
The parameters of these styles can support to look at diverse social media platforms and assess the effects of structure decisions and user interface changes on the way the discussions unfold. Also, the styles can supply attention-grabbing insights into human conduct and spread some light-weight into the related social theories make clear conduct in on the internet discussions, these kinds of as homophily, psychological contagion, or social affect. In other words, these particular styles can support to superior have an understanding of the recent theories on the table.
For instance, the picture below is from a reply network of consumers on Wikipedia post chat internet pages from Iosub et al. (2014). The colour of nodes expresses the proportion of words expressing anger (from blue to red). Assortativity noticed in this network (e.g. clusters of red nodes) could be described by either homophily or psychological contagion.
If you want to get deeper in this subject, you can study this paper by Aragon et al. (2017) and even do a tutorial based mostly on this particular sort of styles to superior have an understanding of on the internet discussions here.
Short article published by Irene Vigué-Guix, PhD scholar in TIC working on ongoing brain oscillations and conduct modulation, with an undergraduate degree in Biomedical Engineering and a Masters in Mind and Cognition. Original publication appears here.