Big Data in Complex Systems: Challenges and Opportunities (Studies in Big Data)
暫譯: 複雜系統中的大數據:挑戰與機遇(大數據研究)

  • 出版商: Springer
  • 出版日期: 2015-01-19
  • 售價: $4,450
  • 貴賓價: 9.5$4,228
  • 語言: 英文
  • 頁數: 499
  • 裝訂: Hardcover
  • ISBN: 3319110551
  • ISBN-13: 9783319110554
  • 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 volume provides challenges and Opportunities with updated, in-depth material on the application of Big data to complex systems in order to find solutions for the challenges and problems facing big data sets applications. Much data today is not natively in structured format; for example, tweets and blogs are weakly structured pieces of text, while images and video are structured for storage and display, but not for semantic content and search. Therefore transforming such content into a structured format for later analysis is a major challenge. Data analysis, organization, retrieval, and modeling are other foundational challenges treated in this book. The material of this book will be useful for researchers and practitioners in the field of big data as well as advanced undergraduate and graduate students. Each of the 17 chapters in the book opens with a chapter abstract and key terms list. The chapters are organized along the lines of problem description, related works, and analysis of the results and comparisons are provided whenever feasible.

商品描述(中文翻譯)

本卷提供了挑戰與機會,包含有關大數據應用於複雜系統的更新深入材料,以尋找解決大數據集應用所面臨的挑戰和問題的方案。當今許多數據並非以結構化格式原生存在;例如,推文和部落格是弱結構的文本片段,而圖像和視頻則是為了儲存和顯示而結構化,但並非為了語義內容和搜索。因此,將這些內容轉換為結構化格式以便後續分析是一個主要挑戰。數據分析、組織、檢索和建模是本書探討的其他基礎挑戰。本書的材料對於大數據領域的研究人員和實務工作者,以及高年級本科生和研究生都將非常有用。本書的17個章節每個章節都以章節摘要和關鍵術語列表開頭。章節的組織方式包括問題描述、相關工作,以及在可行的情況下提供結果分析和比較。

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