Formal Concept Analysis of Social Networks (Lecture Notes in Social Networks)
暫譯: 社交網絡的形式概念分析（社交網絡講義）
- 出版商: Springer
- 出版日期: 2017-11-04
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 195
- 裝訂: Hardcover
- ISBN: 3319641662
- ISBN-13: 9783319641669
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
本書研究社會網絡分析（Social Network Analysis, SNA）與形式概念分析（Formal Concept Analysis, FCA）之間的現有及潛在聯繫，展示了如何利用基於圖論的標準 SNA 技術，輔以依賴於格理論的 FCA 方法。
本書對以下領域做出了貢獻：從社會網絡中獲取術語知識、知識社群、個體性計算、基於 FCA 的二部圖（雙模式網絡）分析的其他類型、多模態聚類、單模式和多模式網絡中的社群檢測與描述、加權二部圖的雙投影方法適應、對 Kleinberg 的 HITS 演算法的擴展以及屬性圖分析。
