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Individual Neighbourhood Exploration in Complex Multi-layered Social Network

Individual Neighbourhood Exploration in Complex Multi-layered Social Network,10.1109/WI-IAT.2010.313,Przemyslaw Kazienko,Piotr Bródka,Katarzyna Musial

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Individual Neighbourhood Exploration in Complex Multi-layered Social Network (Citations: 1)


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Social networks can be extracted from different data about communication or common activities in organizations, companies or various Internet-based services. Different types of data processed may result in creation of separate layers in the complex multilayered social network. Analysis of neighbourhoods of network members and their utilization to social group discovery appears to be an interesting and important research domain. Since there is no measure to evaluate structure of the neighbourhoods in the multilayered social network, a new measure called cross layered multi-layered clustering coefficient (CLMCC) is proposed in the paper. It enables to analyse the density of mutual connections of neighbours that occur in at least a given number of layers in a social network. Additionally, experimental studies on real world data are presented.

Conference: Web Intelligence - WI , pp. 5-8, 2010

DOI: 10.1109/WI-IAT.2010.313

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- ...The special type of social networks that allows the presentation of many different activities is called a multi-layered social network [6, 17]...
Przemyslaw Kazienko, et al. Multi-Layered Social Network Creation Based on Bibliographic Data

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Individual Neighbourhood Exploration in Complex Multi-layered Social Network,10.1109/WI-IAT.2010.313,Przemyslaw Kazienko,Piotr Bródka,Katarzyna Musial

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Przemyslaw Kazienko, et al. Multi-Layered Social Network Creation Based on Bibliographic Data

References (5)

A Method for Group Extraction in Complex Social Networks (Citations: 2)

Social Network Analysis: A Handbook 2nd Ed (Citations: 215)

Exploring complex networks (Citations: 1446)

Social Network Analysis: Methods and Applications (Citations: 4081)

Collective dynamics of 'small-world' networks (Citations: 5185)

Citations (1)

Multi-Layered Social Network Creation Based on Bibliographic Data (Citations: 5)


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