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Record Nr. |
UNINA9910254832203321 |
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Titolo |
Formal Concept Analysis of Social Networks / / edited by Rokia Missaoui, Sergei O. Kuznetsov, Sergei Obiedkov |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
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ISBN |
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Edizione |
[1st ed. 2017.] |
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Descrizione fisica |
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1 online resource (XVIII, 195 p. 38 illus., 19 illus. in color.) |
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Collana |
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Lecture Notes in Social Networks, , 2190-5428 |
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Disciplina |
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Soggetti |
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Data mining |
Artificial intelligence |
Database management |
Physics |
Social sciences |
Data Mining and Knowledge Discovery |
Artificial Intelligence |
Database Management |
Applications of Graph Theory and Complex Networks |
Methodology of the Social Sciences |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references at the end of each chapters. |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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 |
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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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