Formal Concept Analysis of Social Networks
Başlık:
Formal Concept Analysis of Social Networks
Yazar:
Missaoui, Rokia. editor.
ISBN:
9783319641676
Edisyon:
1st ed. 2017.
Fiziksel Niteleme:
XVIII, 195 p. 38 illus., 19 illus. in color. online resource.
Seri:
Lecture Notes in Social Networks,
İçindekiler:
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.
Özet:
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.
Konu Başlığı:
Ek Kurum Yazar:
Elektronik Erişim:
https://doi.org/10.1007/978-3-319-64167-6