Formal Concept Analysis of Social Networks

Inbunden, Engelska, 2017

Del i serien Lecture Notes in Social Networks

1 067 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2017-11-04
Mått:155 x 235 x 18 mm
Vikt:494 g
Format:Inbunden
Språk:Engelska
Serie:Lecture Notes in Social Networks
Antal sidor:195
Upplaga:17001
Förlag:Springer International Publishing AG
ISBN:9783319641669

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT
Sociologi inom Samhälle och politik

Mer om författaren

Rokia Missaoui, is a Professor at the Department of Computer Science and Engineering and the Head of LARIM, the Research Laboratory on Multimedia) at the University of Quebec in Outaouais.Sergei Obiedkov is an Associate Professor at the Faculty of Computer Science, National Research University of Higher School of Economics, Moscow, Russia.Sergei Kuznetsov is a Professor at the Faculty of Computer Science, National Research University of Higher School of Economics, Moscow, Russia.

Innehållsförteckning

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.