| Formal Concept Analysis of Social Networks 2017 Edition Contributor(s): Missaoui, Rokia (Editor), Kuznetsov, Sergei O. (Editor), Obiedkov, Sergei (Editor) |
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ISBN: 3319641662 ISBN-13: 9783319641669 Publisher: Springer OUR PRICE: $104.49 Product Type: Hardcover - Other Formats Published: November 2017 |
| Additional Information |
| BISAC Categories: - Computers | Databases - Data Mining - Computers | Intelligence (ai) & Semantics - Science | System Theory |
| Dewey: 005.74 |
| Series: Lecture Notes in Social Networks |
| Physical Information: 0.56" H x 6.14" W x 9.21" (1.06 lbs) 195 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |