Stronger community formation in networks with local preferential attachment

Authors

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

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.

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Issue

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

Opportunities and challenges in physics collaboration and research
7-10 June 2017, Cebu City

Mabuhay! This is our first issue published using PKP's Online Journal Systems (OJS). Full online access to PDF articles is provided to registered Paperview users.

Article ID

SPP-2017-3D-01

Section

Complex Systems and Data Analytics

Published

2017-06-07

How to Cite

[1]

G Sison and GA Tapang, Stronger community formation in networks with local preferential attachment, Proceedings of the Samahang Pisika ng Pilipinas 35, SPP-2017-3D-01 (2017). URL: https://proceedings.spp-online.org/article/view/177.