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Formal concept analysis of social ne...

Kuznetsov, Sergei O.

Formal concept analysis of social networks

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Formal concept analysis of social networksedited by Rokia Missaoui, Sergei O. Kuznetsov, Sergei Obiedkov.
其他作者:	Missaoui, Rokia.
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	xviii, 195 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Online social networks.
電子資源:	http://dx.doi.org/10.1007/978-3-319-64167-6
ISBN:	9783319641676$q(electronic bk.)

Formal concept analysis of social networks
Formal concept analysis of social networks[electronic resource] /edited by Rokia Missaoui, Sergei O. Kuznetsov, Sergei Obiedkov. - Cham :Springer International Publishing :2017. - xviii, 195 p. :ill., digital ;24 cm. - Lecture notes in social networks,2190-5428. - Lecture notes in social networks..

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.

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.

ISBN: 9783319641676$q(electronic bk.)

Standard No.: 10.1007/978-3-319-64167-6doiSubjects--Topical Terms:

281852
Online social networks.

LC Class. No.: HM742

Dewey Class. No.: 302.30285

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520 $a 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.
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