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State of the Art Applications of Social Network Analysis (Lecture Notes in Social Networks)
暫譯: 社交網絡分析的最前沿應用(社交網絡講義)

  • 出版商: Springer
  • 出版日期: 2014-05-27
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 372
  • 裝訂: Hardcover
  • ISBN: 3319059114
  • ISBN-13: 9783319059112
  • 海外代購書籍(需單獨結帳)

商品描述

Social network analysis increasingly bridges the discovery of patterns in diverse areas of study as more data becomes available and complex. Yet the construction of huge networks from large data often requires entirely different approaches for analysis including; graph theory, statistics, machine learning and data mining. This work covers frontier studies on social network analysis and mining from different perspectives such as social network sites, financial data, e-mails, forums, academic research funds, XML technology, blog content, community detection and clique finding, prediction of user’s- behavior, privacy in social network analysis, mobility from spatio-temporal point of view, agent technology and political parties in parliament. These topics will be of interest to researchers and practitioners from different disciplines including, but not limited to, social sciences and engineering.

商品描述(中文翻譯)

社交網絡分析隨著數據的可用性和複雜性增加,越來越多地橋接了不同研究領域中的模式發現。然而,從大量數據構建龐大網絡通常需要完全不同的分析方法,包括圖論、統計學、機器學習和數據挖掘。本書涵蓋了社交網絡分析和挖掘的前沿研究,從不同的角度探討,如社交網絡網站、金融數據、電子郵件、論壇、學術研究基金、XML技術、博客內容、社群檢測和團體發現、用戶行為預測、社交網絡分析中的隱私、從時空觀點的流動性、代理技術以及議會中的政黨。這些主題將吸引來自不同學科的研究人員和實務工作者,包括但不限於社會科學和工程學。

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