Big Data in Complex and Social Networks (Chapman & Hall/CRC Big Data Series)
暫譯: 複雜與社會網絡中的大數據(Chapman & Hall/CRC 大數據系列)

  • 出版商: Chapman and Hall/CRC
  • 出版日期: 2016-11-08
  • 售價: $4,540
  • 貴賓價: 9.5$4,313
  • 語言: 英文
  • 頁數: 252
  • 裝訂: Hardcover
  • ISBN: 1498726844
  • ISBN-13: 9781498726849
  • 相關分類: 大數據 Big-data
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents recent developments on the theoretical, algorithmic, and application aspects of Big Data in Complex and Social Networks. The book consists of four parts, covering a wide range of topics.

The first part of the book focuses on data storage and data processing. It explores how the efficient storage of data can fundamentally support intensive data access and queries, which enables sophisticated analysis. It also looks at how data processing and visualization help to communicate information clearly and efficiently. The second part of the book is devoted to the extraction of essential information and the prediction of web content. The book shows how Big Data analysis can be used to understand the interests, location, and search history of users and provide more accurate predictions of User Behavior.

The latter two parts of the book cover the protection of privacy and security, and emergent applications of big data and social networks. It analyzes how to model rumor diffusion, identify misinformation from massive data, and design intervention strategies. Applications of big data and social networks in multilayer networks and multiparty systems are also covered in-depth.

 

商品描述(中文翻譯)

本書介紹了在複雜和社交網絡中有關大數據的理論、算法和應用方面的最新發展。全書分為四個部分,涵蓋了廣泛的主題。

本書的第一部分專注於數據存儲和數據處理。它探討了如何有效地存儲數據,從而根本上支持密集的數據訪問和查詢,這使得複雜的分析成為可能。它還研究了數據處理和可視化如何幫助清晰且高效地傳達信息。第二部分專注於提取關鍵信息和預測網絡內容。本書展示了如何利用大數據分析來理解用戶的興趣、位置和搜索歷史,並提供更準確的用戶行為預測。

後兩部分則涵蓋了隱私和安全的保護,以及大數據和社交網絡的新興應用。它分析了如何建模謠言擴散、從海量數據中識別錯誤信息,以及設計干預策略。本書還深入探討了大數據和社交網絡在多層網絡和多方系統中的應用。

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