activity
20152020
most citedAccurate and scalable social recommendation using mixed-membership stochastic block models

51 citations · 109 across the 6 of their papers we have counts for

collaborators

6 papers

physics.soc-ph2020★ 11 cited

Optimal prediction of decisions and model selection in social dilemmas using block models

Sergio Cobo-Lopez, Antonia Godoy-Lorite, Jordi Duch +2

Advancing our understanding of human behavior hinges on the ability of theories to unveil the mechanisms underlying such behaviors. Measuring the ability of theories and models to…

cs.SI2020

Inference and Influence of Large-Scale Social Networks Using Snapshot Population Behaviour without Network Data

Antonia Godoy-Lorite, Nick S. Jones

Population behaviours, such as voting and vaccination, depend on social networks. Social networks can differ depending on behaviour type and are typically hidden. However, we do of…

stat.ML2020

Network-based models for social recommender systems

Antonia Godoy-Lorite, Roger Guimera, Marta Sales-Pardo

With the overwhelming online products available in recent years, there is an increasing need to filter and deliver relevant personalized advice for users. Recommender systems solve…

physics.soc-ph2018★ 30 cited

Tensorial and bipartite block models for link prediction in layered networks and temporal networks

Marc Tarres-Deulofeu, Antonia Godoy-Lorite, Roger Guimera +1

Many real-world complex systems are well represented as multilayer networks; predicting interactions in those systems is one of the most pressing problems in predictive network sci…

cs.SI2016★ 51 cited

Accurate and scalable social recommendation using mixed-membership stochastic block models

Antonia Godoy-Lorite, Roger Guimera, Cristopher Moore +1

With ever-increasing amounts of online information available, modeling and predicting individual preferences-for books or articles, for example-is becoming more and more important.…

physics.soc-ph2015★ 17 cited

Long-term evolution of email networks: Statistical regularities, predictability and stability of social behaviors

Antonia Godoy-Lorite, Roger Guimera, Marta Sales-Pardo

In social networks, individuals constantly drop ties and replace them by new ones in a highly unpredictable fashion. This highly dynamical nature of social ties has important impli…