structure and attributes clusteringIn recent years due to the rise of social, biological, and other rich content graphs, several new graph clustering methods using structure and node's attributes have been introduced. In this paper, we proposed an effective benchmark to evaluate these new methods....
In real-world networks, in addition to topological structure (i.e., links), content information is also available. Existing community detection methods are usually based on the structural features and do not take into account the attributes of nodes. In this paper, we propose two algorithms ...
Keywords: participation; community attributes; perception; social heterogeneity; ethnic diversity; collective action; community forest management; Nepal 1. Introduction Community-based forest governance has emerged as an institutional apparatus to align the interests and responsibilities of local people with ...
you need to change it: ensure that IntelliJ IDEA is running in internal mode (by addingidea.is.internal=truetoidea.propertiesfile), navigate tojbr-17item in Project Structure | SDKs, click on 'Browse' button, choose 'Download...' item and select version 17 and vendor 'JetBrains Runtime'...
Community related graph analysis, such as discovering relationships amongcommunities, identifying attribute-structure relationships, andselecting a large number of vertices with desired structural features and attributes, are common tasks in knowledge discovery in such networks.The clutter and the lack of ...
Patterns of partisan toxicity and engagement reveal the common structure of online political communication across countries Identifying patterns of polarization is important for understanding its root cause. Here, using Twitter data from 9 countries, the authors show that out-group mentions use more toxic...
Leskovec, Community detection in networks with node attributes, in: IEEE International... A.A. Hagberg, D.A. Schult, P.J. Swart, Exploring network structure, dynamics, and function using NetworkX, in: The 7th... T. Lou, J. Tang, Mining structural hole spanners through information ...
Most of the existing principles of community detection or clustering mainly focus on either the topological structure of a network or the node attributes separately, while both of the two aspects provide valuable information to characterize the nature of communities. In this paper we combine the ...
Lichens and Microfungi in Biological Soil Crusts: Community Structure, Physiology, and Ecological Functions The Fungal Community: Its Organization and Role in the Ecosystem, Third Edition addresses many of the questions related to the observations, characterizations, and functional attributes of fungal asse...
Considering the difficulty of data acquisition, some socio-demographic factors, such as Internet penetration, the size of mobile payment users and age structure of each community, were not considered in the analysis of factors influencing CGBP location selection. Third, the research object involves ...