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Proportional Selection in Networks

5 February 2025
Georgios Papasotiropoulos
Oskar Skibski
Piotr Skowron
Tomasz Wąs
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Abstract

We address the problem of selecting kkk representative nodes from a network, aiming to achieve two objectives: identifying the most influential nodes and ensuring the selection proportionally reflects the network's diversity. We propose two approaches to accomplish this, analyze them theoretically, and demonstrate their effectiveness through a series of experiments.

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@article{papasotiropoulos2025_2502.03545,
  title={ Proportional Selection in Networks },
  author={ Georgios Papasotiropoulos and Oskar Skibski and Piotr Skowron and Tomasz Wąs },
  journal={arXiv preprint arXiv:2502.03545},
  year={ 2025 }
}
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