Introduces the SORB benchmark showing that sparsification and coarsening effects on influence maximization performance depend strongly on network type and evaluation metric.
Network diffusion framework to simulate spreading processes in complex networks,
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2026 1verdicts
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Graph Reduction in Multirelational Networks: A Spreading-Oriented Reduction Benchmark
Introduces the SORB benchmark showing that sparsification and coarsening effects on influence maximization performance depend strongly on network type and evaluation metric.