Formal Concept Analysis Of Social Networks (lecture Notes In Social Networks)
by Sergei O. Kuznetsov /
2017 / English / PDF
8.9 MB Download
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 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.
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.
