45 citations · 97 across the 7 of their papers we have counts for
9 papers
Measuring the co-evolution of online engagement with (mis)information and its visibility at scale
Yueting Han, Paolo Turrini, Marya Bazzi +3
Online attention is an increasingly valuable resource in the digital age, with extraordinary events such as the COVID-19 pandemic fuelling fierce competition around it. As misinfor…
Modelling and Predicting Online Vaccination Views using Bow-tie Decomposition
Yueting Han, Marya Bazzi, Paolo Turrini
Social media has become increasingly important in shaping public vaccination views, especially since the COVID-19 outbreak. This paper uses bow-tie structure to analyse a temporal…
Local2Global: A distributed approach for scaling representation learning on graphs
Lucas G. S. Jeub, Giovanni Colavizza, Xiaowen Dong +2
We propose a decentralised "local2global"' approach to graph representation learning, that one can a-priori use to scale any embedding technique. Our local2global approach proceeds…
Local2Global: Scaling global representation learning on graphs via local training
Lucas G. S. Jeub, Giovanni Colavizza, Xiaowen Dong +2
We propose a decentralised "local2global" approach to graph representation learning, that one can a-priori use to scale any embedding technique. Our local2global approach proceeds…
DUKweb: Diachronic word representations from the UK Web Archive corpus
Adam Tsakalidis, Pierpaolo Basile, Marya Bazzi +2
Lexical semantic change (detecting shifts in the meaning and usage of words) is an important task for social and cultural studies as well as for Natural Language Processing applica…
Core-Periphery Structure in Directed Networks
Andrew Elliott, Angus Chiu, Marya Bazzi +2
While studies of meso-scale structures in networks often focus on community structure, core--periphery structures can reveal new insights. This structure typically consists of a we…
Pull out all the stops: Textual analysis via punctuation sequences
Alexandra N. M. Darmon, Marya Bazzi, Sam D. Howison +1
Whether enjoying the lucid prose of a favorite author or slogging through some other writer's cumbersome, heavy-set prattle (full of parentheses, em dashes, compound adjectives, an…
A Framework for the Construction of Generative Models for Mesoscale Structure in Multilayer Networks
Marya Bazzi, Lucas G. S. Jeub, Alex Arenas +2
Multilayer networks allow one to represent diverse and coupled connectivity patterns --- e.g., time-dependence, multiple subsystems, or both --- that arise in many applications and…
Community detection in temporal multilayer networks, with an application to correlation networks
Marya Bazzi, Mason A. Porter, Stacy Williams +3
Networks are a convenient way to represent complex systems of interacting entities. Many networks contain "communities" of nodes that are more densely connected to each other than…