Echo-chambers and Idea Labs: Communication Styles on Twitter
Not on the map. Why?
Abstract (arXiv)
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.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 8 of its 23 references that are in the map. First posted on arXiv 28 Mar 2024.
Builds on
8 of 23 references.
References · 8
- 2020TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classificationcited by 417
- 2015Yara Parser: A Fast and Accurate Dependency Parsercited by 111
- 2015Quantifying Controversy in Social Mediacited by 28
- 2018The closed loop between opinion formation and personalised recommendationscited by 12
- 2014A Generalized and Adaptive Method for Community Detectioncited by 5
- 2020Latent Poisson models for networks with heterogeneous densitycited by 5
- 2016Network structure and patterns of information diversity on Twittercited by 3
- 2021Grounding force-directed network layouts with latent space modelscited by 2
Built on by
Citing papers per year: 2026: 1.
1 paper.
- 2026Structuring the Space of Perspectivescited by 1
- 2026Structuring the Space of Perspectives12 Aug 2026