Personal profile
Research Interests
My primary research focuses on the science of social networks (like Facebook or Twitter/X). I develop analytical tools to understand (1) how network structure affects the spread of information and behaviour (e.g., does fake news spread differently than a virus like COVID-19?), (2) the social mechanisms that allow for the emergence of different behaviours on networks, (3) how social networks can shape and reflect the online and real-world debates around public deliberative processes (such as the polarized opinion groups around the Irish marriage referendum on Twitter/X), and (4) how networks can be used to identify groups with differing attitudes. I am also keenly interested in the application of statistical methods to real-world problems for industry.
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Collaborations and top research areas from the last five years
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Finding polarized communities and tracking information diffusion on Twitter: A network approach on the Irish Abortion Referendum
Pena, C. B., Maccarron, P. & O'Sullivan, D. J. P., 15 Jan 2025, In: Royal Society Open Science. 12, 1, 240454.Research output: Contribution to journal › Article › peer-review
Open Access -
Modeling diffusion in networks with communities: A multitype branching process approach
Dubovskaya, A., Pena, C. B. & O'Sullivan, D. J. P., 21 Mar 2025, In: Physical Review E. 111, 3, 034310.Research output: Contribution to journal › Article › peer-review
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Towards Utilising a Range of Neural Activations for Comprehending Representational Associations
O'Mahony, L., Nikolov, N. S. & O'Sullivan, D. J. P., 26 Feb 2025, 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). p. 2495-2506 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Effectiveness of contact tracing on networks with cliques
Rizi, A. K., Keating, L. A., Gleeson, J. P., O'Sullivan, D. J. P. & Kivelä, M., Feb 2024, In: Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 109, 2, 024303.Research output: Contribution to journal › Article › peer-review
Open Access -
A generating-function approach to modelling complex contagion on clustered networks with multi-type branching processes
Keating, L. A., Gleeson, J. P. & O'sullivan, D. J. P., 1 Dec 2023, In: Journal of Complex Networks. 11, 6, cnad042.Research output: Contribution to journal › Article › peer-review
Open Access