79 citations · 541 across the 84 of their papers we have counts for
41 papers · 1 filter
Fairness-aware PageRank via Edge Reweighting
Honglian Wang, Haoyun Chen, Aristides Gionis
Link-analysis algorithms, such as PageRank, are instrumental in understanding the structural dynamics of networks by evaluating the importance of individual vertices based on their…
DSP: A Statistically-Principled Structural Polarization Measure
Giulia Preti, Matteo Riondato, Aristides Gionis +1
Social and information networks may become polarized, leading to echo chambers and political gridlock. Accurately measuring this phenomenon is a critical challenge. Existing measur…
Forming Coordinated Teams that Balance Task Coverage and Expert Workload
Karan Vombatkere, Evimaria Terzi, Aristides Gionis
We study a new formulation of the team-formation problem, where the goal is to form teams to work on a given set of tasks requiring different skills. Deviating from the classic pro…
Polaris: Sampling from the Multigraph Configuration Model with Prescribed Color Assortativity
Giulia Preti, Matteo Riondato, Aristides Gionis +1
We introduce Polaris, a network null model for colored multi-graphs that preserves the Joint Color Matrix. Polaris is specifically designed for studying network polarization, where…
Modeling the Impact of Timeline Algorithms on Opinion Dynamics Using Low-rank Updates
Tianyi Zhou, Stefan Neumann, Kiran Garimella +1
Timeline algorithms are key parts of online social networks, but during recent years they have been blamed for increasing polarization and disagreement in our society. Opinion-dyna…
Finding Densest Subgraphs with Edge-Color Constraints
Lutz Oettershagen, Honglian Wang, Aristides Gionis
We consider a variant of the densest subgraph problem in networks with single or multiple edge attributes. For example, in a social network, the edge attributes may describe the ty…