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Journal of Applied Mathematics and Computing
Article . 2024 . Peer-reviewed
License: CC BY
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https://dx.doi.org/10.48550/ar...
Article . 2023
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Mathematical modeling of local balance in signed networks and its applications to global international analysis

Authors: Fernando Diaz-Diaz; Paolo Bartesaghi; Ernesto Estrada;

Mathematical modeling of local balance in signed networks and its applications to global international analysis

Abstract

AbstractAlliances and conflicts in social, political and economic relations can be represented by positive and negative edges in signed networks. A cycle is said to be positive if the product of its edge signs is positive, otherwise it is negative. Then, a signed network is balanced if and only if all its cycles are positive. An index characterizing how much a signed network deviates from being balanced is known as a global balance index. Here we give a step forward in the characterization of signed networks by defining a local balance index, which characterizes how much a given vertex of a signed network contributes to its global balance. We analyze the mathematical foundations and unique structural properties of this index. Then, we apply this index to the study of the evolution of international relations in the globe for the period 1816–2014. In this way we detect and categorize major historic events based on balance fluctuations, helping our understanding towards new mixed approaches to history based on network theory.

Countries
Spain, Italy, Spain
Keywords

Physics - Physics and Society, Applications of graph theory, FOS: Physical sciences, Structural balance, Physics and Society (physics.soc-ph), 91F10, 91D35, History, political science, Signed and weighted graphs, Quantitative history, Signed networks, 05C22, quantitative history, Graphs and linear algebra (matrices, eigenvalues, etc.), international relations, signed networks, structural balance, 05C90, geopolitical networks, Geopolitical networks, Manpower systems in sociology, 05C22; 05C50; 05C90; 91D35; 91F10; Signed networks; Structural balance; International relations; Geopolitical networks; Quantitative history;, 05C50, International relations

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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