Partitioning signed networks
March 06, 2018 Β· Declared Dead Β· π Advances in Network Clustering and Blockmodeling
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Authors
V. A. Traag, P. Doreian, A. Mrvar
arXiv ID
1803.02082
Category
physics.soc-ph
Cross-listed
cs.SI
Citations
20
Venue
Advances in Network Clustering and Blockmodeling
Last Checked
3 months ago
Abstract
Signed networks appear naturally in contexts where conflict or animosity is apparent. In this book chapter we review some of the literature on signed networks, especially in the context of partitioning. Most of the work is founded in what is known as structural balance theory. We cover the basic mathematical principles of structural balance theory. The theory yields a natural formulation for partitioning. We briefly compare this to other partitioning approaches based on community detection. Finally, we analyse an international network of alliances and conflicts and discuss the implications of our findings for structural balance theory.
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