Stronger community formation in networks with local preferential attachment

Authors

  • Gabriel Sison National Institute of Physics, University of the Philippines Diliman
  • Giovanni Alarkon Tapang National Institute of Physics, University of the Philippines Diliman

Keywords:

Complex Networks, Community Structure

Abstract

We present a new model for networks with community structure and show that it produces networks with stronger community structures than the triadic closure model. In particular, the community structures produced by our model is significantly stronger than those produced by triadic closure in dense graphs. This shows that it possible to produced graph with emergent community structure in denser networks if local preferential attachment is used.

Proceedings SPP 2017 Cover

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Published

2017-06-07

Issue

2017: Proceedings of the 35th Samahang Pisika ng Pilipinas Physics Conference

Section

Complex Systems and Data Analytics

License

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Upon acceptance of their manuscript, the Authors further agree to grant SPP the non-exclusive, worldwide, and royalty-free rights to record, edit, copy, reproduce, publish, distribute, and use all or part of the manuscript for any purpose, in any media now existing or developed in the future, either individually or as part of a collection.
All other associated economic and moral rights as granted by the Intellectual Property Code of the Philippines are maintained by the Authors.

How to Cite

[1]
“Stronger community formation in networks with local preferential attachment”, Proc. SPP, vol. 35, no. 1, pp. SPP–2017, Jun. 2017, Accessed: Mar. 31, 2026. [Online]. Available: https://proceedings.spp-online.org/article/view/177