14 citations · 63 across the 10 of their papers we have counts for
10 papers
DURENDAL: Graph deep learning framework for temporal heterogeneous networks
Manuel Dileo, Matteo Zignani, Sabrina Gaito
Temporal heterogeneous networks (THNs) are evolving networks that characterize many real-world applications such as citation and events networks, recommender systems, and knowledge…
Temporal Smoothness Regularisers for Neural Link Predictors
Manuel Dileo, Pasquale Minervini, Matteo Zignani +1
Most algorithms for representation learning and link prediction on relational data are designed for static data. However, the data to which they are applied typically evolves over…
On Location Relevance and Diversity in Human Mobility Data
Maria Luisa Damiani, Fatima Hachem, Christian Quadri +2
The theme of human mobility is transversal to multiple fields of study and applications, from ad-hoc networks to smart cities, from transportation planning to recommendation system…
Public discourse and news consumption on online social media: A quantitative, cross-platform analysis of the Italian Referendum
Michela Del Vicario, Sabrina Gaito, Walter Quattrociocchi +2
The rising attention to the spreading of fake news and unsubstantiated rumors on online social media and the pivotal role played by confirmation bias led researchers to investigate…
Predicting encounter and colocation events in metropolitan areas
Karim Karamat Jahromi, Matteo Zignani, Sabrina Gaito +1
Despite an extensive literature has been devoted to mine and model mobility features, forecasting where, when and whom people will encounter/colocate still deserve further research…
Exploiting all phone media? A multidimensional network analysis of phone users' sociality
Matteo Zignani, Christian Quadri, Sabrina Gaitto +1
The growing awareness that human communications and social interactions are assuming a stratified structure, due to the availability of multiple techno-communication channels, incl…
Multi-scale Dynamics in a Massive Online Social Network
Xiaohan Zhao, Alessandra Sala, Christo Wilson +4
Data confidentiality policies at major social network providers have severely limited researchers' access to large-scale datasets. The biggest impact has been on the study of netwo…
On the Bursty Evolution of Online Social Networks
Sabrina Gaito, Matteo Zignani, Gian Paolo Rossi +4
The high level of dynamics in today's online social networks (OSNs) creates new challenges for their infrastructures and providers. In particular, dynamics involving edge creation…
Revisiting Degree Distribution Models for Social Graph Analysis
Alessandra Sala, Sabrina Gaito, Gian Paolo Rossi +2
Degree distribution models are incredibly important tools for analyzing and understanding the structure and formation of social networks, and can help guide the design of efficient…
Leveraging Bus Mobility to Enable Communications in Urban Areas
Sabrina Gaito, Dario Maggiorini, Gian Paolo Rossi
This paper shows that the deployment of an opportunistic network on any public transportation system leads to obtain a scalable and efficient urban communication platform. We use t…