Echo-chambers and Idea Labs: Communication Styles on Twitter
<|reference_start|>Echo-chambers and Idea Labs: Communication Styles on Twitter: This paper investigates the communication styles and structures of Twitter (X) communities within the vaccination context. While mainstream research primarily focuses on the echo-chamber phenomenon, wherein certain ideas are reinforced and participants are isolated from opposing opinions, this study reveals the presence of diverse communication styles across various communities. In addition to the communities exhibiting echo-chamber behavior, this research uncovers communities with distinct communication patterns. By shedding light on the nuanced nature of communication within social networks, this study emphasizes the significance of understanding the diversity of perspectives within online communities.<|reference_end|>
@article{sorokovikova2024echo-chambers,
    title={Echo-chambers and Idea Labs: Communication Styles on Twitter},
    author={Aleksandra Sorokovikova, Michael Becker, Ivan P. Yamshchikov},
    journal={arXiv preprint arXiv:2403.19423},
    year={2024},
    archivePrefix={arXiv},
    eprint={2403.19423},
    primaryClass={cs.SI cs.CL}
}