Formal Concept Analysis of Social Networks (Hardcover, 1st ed. 2017)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Lecture Notes in Social Networks
Release date:	November 2017
First published:	2017
Editors:	Rokia Missaoui • Sergei Obiedkov • Sergei O. Kuznetsov
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	195
Edition:	1st ed. 2017
ISBN-13:	978-3-319-64166-9
Categories:	Books > Social sciences > Sociology, social studies > Social research & statistics > General Books > Computing & IT > Applications of computing > Databases > Data mining Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-319-64166-2
Barcode:	9783319641669

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