Analýza spoluautorských, citačních a bibliografických sítí

Abstract

This thesis focuses on network creation using bibliographic data and the subsequent community detection in the formed networks. The thesis includes a summary of the networks created from bibliographic data. In this thesis we create co-author, citation, co-citation and bibliographic coupling networks. These networks are unweighted and weighted or undirected and directed. Several approaches in weighting bibliographic networks are also compared. These are the unweighted, weighted, normalized and Newman weighting variants of the networks being created. Four community detection methods have been implemented in this work. Specifically, the Louvain method, LP-MNI, Random walk similarity, and a method based on \textit{CT}-distance.