On Online Attention Dynamics
Maria Castaldo, Paolo Frasca, Tommaso Venturini

TL;DR
This paper reviews the current understanding of how collective attention shifts and dissipates in online media, emphasizing the need for empirical, mathematical, and system-theoretic studies to better understand these dynamics.
Contribution
It highlights key questions about online attention dynamics and advocates for comprehensive empirical and computational research in this area.
Findings
Identifies gaps in empirical understanding of online attention
Proposes a multidisciplinary approach including modeling and simulation
Calls for rigorous analysis of media infrastructure effects
Abstract
This work aims at emphasizing a number of questions that, although crucial since the early days of media studies, have not yet been the object of the empirical and computational study that they deserve: How does collective attention concentrate and dissipate in modern communication systems? How do subjects and sources rise and fall in public debates? How are these dynamics shaped by media infrastructures? In the perspective of addressing these questions, this chapter provides a review of the literature on the dynamics of online content dissemination: our goal is to prepare the ground for the necessary study, which should comprise empirical investigation, mathematical modeling, numerical simulation, and rigorous system-theoretic analysis.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsOpinion Dynamics and Social Influence · Complex Network Analysis Techniques · Social Media and Politics
