publication . Preprint . 2014

Towards Cost-efficient Sampling Methods

Peng, Luo; Yongli, Li; Chong, Wu;
Open Access English
  • Published: 22 May 2014
Abstract
The sampling method has been paid much attention in the field of complex network in general and statistical physics in particular. This paper presents two new sampling methods based on the perspective that a small part of vertices with high node degree can possess the most structure information of a network. The two proposed sampling methods are efficient in sampling the nodes with high degree. The first new sampling method is improved on the basis of the stratified random sampling method and selects the high degree nodes with higher probability by classifying the nodes according to their degree distribution. The second sampling method improves the existing snow...
Subjects
free text keywords: Physics - Physics and Society, Computer Science - Social and Information Networks
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