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Model of complex networks based on citation dynamics
- Source :
- Proceedings of the WWW Workshop on Large Scale Network Analysis 2013 (LSNA '13), pp. 527-530
- Publication Year :
- 2013
-
Abstract
- Complex networks of real-world systems are believed to be controlled by common phenomena, producing structures far from regular or random. These include scale-free degree distributions, small-world structure and assortative mixing by degree, which are also the properties captured by different random graph models proposed in the literature. However, many (non-social) real-world networks are in fact disassortative by degree. Thus, we here propose a simple evolving model that generates networks with most common properties of real-world networks including degree disassortativity. Furthermore, the model has a natural interpretation for citation networks with different practical applications.
- Subjects :
- Computer Science - Social and Information Networks
Physics - Physics and Society
Subjects
Details
- Database :
- arXiv
- Journal :
- Proceedings of the WWW Workshop on Large Scale Network Analysis 2013 (LSNA '13), pp. 527-530
- Publication Type :
- Report
- Accession number :
- edsarx.1303.5857
- Document Type :
- Working Paper