Multi-Layered Social Network Creation Based on Bibliographic Data

Przemysław Kazienko · Piotr Bródka · Katarzyna Musiał · Jarosaw Gaworecki

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scientometrics and bibliometrics research Complex Network Analysis Techniques Information Retrieval and Data Mining

Abstract

A method for extraction of the multi-layered social network based on the data about human collaborative achievements, in particular scientific papers, is presented in the paper. The objects linking people form a hierarchy, which is flattened in the pre-processing stage. Only one level of the hierarchy remains together with new activities moved from its other levels. Separate layers of the multi-layered social network are created based on these pre-processed activities.

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2007The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites

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2012Web-based knowledge exchange through social links in the workplace 2011Social Network Analysis as a Tool for Improving Enterprise Architecture

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