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Formal Concept Analysis of Social Networks

Gebonden Engels 2017 9783319641669
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

The book studies the existing and potential connections between Social Network Analysis (SNA) and Formal Concept Analysis (FCA) by showing how standard SNA techniques, usually based on graph theory, can be supplemented by FCA methods, which rely on lattice theory.

The book presents contributions to the following areas: acquisition of terminological knowledge from social networks, knowledge communities, individuality computation, other types of FCA-based analysis of bipartite graphs (two-mode networks), multimodal clustering, community detection and description in one-mode and multi-mode networks, adaptation of the dual-projection approach to weighted bipartite graphs, extensions to the Kleinberg's HITS algorithm as well as attributed graph analysis.

Specificaties

ISBN13:9783319641669
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing

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Inhoudsopgave

Knowledge Communities and Socio-Cognitive Taxonomies.- Individuality in Social Networks.- Descriptive Community Detection.- Multimodal Clustering for Community Detection.- Acquisition of Terminological Knowledge from Social Networks in the Description Logic MH.- Formal Concept Analysis of Attributed Networks.- A Formal Concept Analysis look at the Analysis of Affiliation Networks.

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        Formal Concept Analysis of Social Networks