Network Role Mining and Analysis (SpringerBriefs in Complexity)
暫譯: 網路角色挖掘與分析 (SpringerBriefs in Complexity)

Derek Doran

  • 出版商: Springer
  • 出版日期: 2017-03-27
  • 售價: $2,150
  • 貴賓價: 9.5$2,043
  • 語言: 英文
  • 頁數: 101
  • 裝訂: Paperback
  • ISBN: 3319538853
  • ISBN-13: 9783319538853
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This brief presents readers with a summary of classic, modern, and state-of-the-art methods for discovering the roles of entities in networks (including social networks) that range from small to large-scale. It classifies methods by their mathematical underpinning, whether they are driven by implications about entity behaviors in system, or if they are purely data driven. The brief also discusses when and how each method should be applied, and discusses some outstanding challenges toward the development of future role mining methods of each type.

商品描述(中文翻譯)

本簡報為讀者提供了在小型到大型網絡(包括社交網絡)中發現實體角色的經典、現代及最先進方法的總結。它根據方法的數學基礎進行分類,無論是基於對系統中實體行為的推論,還是純粹以數據驅動。簡報還討論了每種方法應該在何時以及如何應用,並探討了未來各類角色挖掘方法發展中的一些突出挑戰。