Benchmark model to assess community structure in evolving networks
نویسندگان
چکیده
منابع مشابه
A benchmark model to assess community structure in evolving networks
Detecting the time evolution of the community structure of networks is crucial to identify major changes in the internal organization of many complex systems, which may undergo important endogenous or exogenous events. This analysis can be done in two ways: considering each snapshot as an independent community detection problem or taking into account the whole evolution of the network. In the f...
متن کاملBenchmark model to assess community structure in evolving networks.
Detecting the time evolution of the community structure of networks is crucial to identify major changes in the internal organization of many complex systems, which may undergo important endogenous or exogenous events. This analysis can be done in two ways: considering each snapshot as an independent community detection problem or taking into account the whole evolution of the network. In the f...
متن کاملAn evolving network model with community structure
Many social and biological networks consist of communities—groups of nodes within which connections are dense, but between which connections are sparser. Recently, there has been considerable interest in designing algorithms for detecting community structures in real-world complex networks. In this paper, we propose an evolving network model which exhibits community structure. The network model...
متن کاملDetecting Overlapping Temporal Community Structure in Time-Evolving Networks
We present a principled approach for detecting overlapping temporal community structure in dynamic networks. Our method is based on the following framework: find the overlapping temporal community structure that maximizes a quality function associated with each snapshot of the network subject to a temporal smoothness constraint. A novel quality function and a smoothness constraint are proposed ...
متن کاملThe Responsibility of the Academic System to the Community: Designing a Model to Assess Its Current and Desirable Status
The purpose of this study was to design a model for assessing the social responsibility of the academic system.The research method was mixed exploration method. In qualitative part, 10 academic experts were selected for confirmation of qualitative research findings and in quantitative part, 259 faculty members were selected by stratified random sampling. In the first step, by reviewing the lite...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Physical Review E
سال: 2015
ISSN: 1539-3755,1550-2376
DOI: 10.1103/physreve.92.012805