Growing Attributed Networks through Local Processes

@inproceedings{Shah2018GrowingAN,
  title={Growing Attributed Networks through Local Processes},
  author={Harshay Shah and Suhansanu Kumar and Hari Sundaram},
  booktitle={WWW},
  year={2018}
}
This paper proposes an attributed network growth model. Despite the knowledge that individuals use limited resources to form connections to similar others, we lack an understanding of how local and resource-constrained mechanisms explain the emergence of structural properties found in real-world networks. We make three contributions. First, we propose a simple and accurate model of attributed network growth that jointly explains the emergence of in-degree, local clustering, clustering-degree… CONTINUE READING
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