Polarization measures in bi-partition networks based on fuzzy graphs

Simón de Blas, Clara; Guevara Gil, Juan Antonio; Morillo, Jaime; Gómez González, Daniel

Polarization measures in bi-partition networks based on fuzzy graphs

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Polarization Measures.pdf (1.09 MB)

Official URL

https://doi.org/10.1007/978-3-031-08971-8_33

Publication date

2022

Authors

Simón de Blas, Clara

Guevara Gil, Juan Antonio

Morillo, Jaime

Gómez González, Daniel

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URI

https://hdl.handle.net/20.500.14352/104420

Citation

Simón de Blas, C. et al. (2022) «Polarization Measures in Bi-partition Networks Based on Fuzzy Graphs», en Communications in Computer and Information Science. Springer Science and Business Media Deutschland GmbH, pp. 398-409. Disponible en: https://doi.org/10.1007/978-3-031-08971-8_33.

Abstract

Abstract: In this paper we extend the definition of polarization in a network, by defining a new measure in fuzzy graphs. We will focus on the case of two communities in a fuzzy context. We present a well known problem in real life social networks to compare our results with the crisp case. Results shows improvements in detecting polarization masked in a crisp context.

Description

Communications in Computer and Information Science, 1601 CCIS