Graph Analysis and Visualization: Discovering Business Opportunity in Linked Data (Paperback)

Richard Brath, David Jonker

  • 出版商: Wiley
  • 出版日期: 2015-02-02
  • 定價: $1,640
  • 售價: 9.5$1,558
  • 語言: 英文
  • 頁數: 544
  • 裝訂: Paperback
  • ISBN: 1118845846
  • ISBN-13: 9781118845844
  • 相關分類: 遊戲引擎 Game-engine
  • 立即出貨 (庫存=1)

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商品描述

Wring more out of the data with a scientific approach toanalysis

Graph Analysis and Visualization brings graph theory outof the lab and into the real world. Using sophisticated methods andtools that span analysis functions, this guide shows you how toexploit graph and network analytic techniques to enable thediscovery of new business insights and opportunities. Published infull color, the book describes the process of creating powerfulvisualizations using a rich and engaging set of examples fromsports, finance, marketing, security, social media, and more. Youwill find practical guidance toward pattern identification andusing various data sources, including Big Data, plus clearinstruction on the use of software and programming. The companionwebsite offers data sets, full code examples in Python, and linksto all the tools covered in the book.

Science has already reaped the benefit of network and graphtheory, which has powered breakthroughs in physics, economics,genetics, and more. This book brings those proven techniques intothe world of business, finance, strategy, and design, helpingextract more information from data and better communicate theresults to decision-makers. * Study graphical examples of networks using clear and insightfulvisualizations * Analyze specifically-curated, easy-to-use data sets fromvarious industries * Learn the software tools and programming languages that extractinsights from data * Code examples using the popular Python programminglanguage

There is a tremendous body of scientific work on network andgraph theory, but very little of it directly applies to analystfunctions outside of the core sciences until now. Writtenfor those seeking empirically based, systematic analysis methodsand powerful tools that apply outside the lab, Graph Analysisand Visualization is a thorough, authoritative resource.

商品描述(中文翻譯)

以科學方法進行分析,從數據中獲取更多價值

《圖形分析與可視化》將圖論從實驗室帶入現實世界。本書使用跨越分析功能的複雜方法和工具,向您展示如何利用圖形和網絡分析技術發現新的商業洞察和機會。全彩印刷的書中描述了使用豐富而引人入勝的例子(包括體育、金融、市場營銷、安全、社交媒體等)創建強大可視化的過程。您將找到實用的指導,以識別模式並使用各種數據源,包括大數據,以及有關軟件和編程的清晰指導。附帶的網站提供數據集、Python的完整代碼示例以及書中涵蓋的所有工具的鏈接。

網絡和圖論已經為物理學、經濟學、遺傳學等領域的突破帶來了好處。本書將這些經過驗證的技術引入商業、金融、戰略和設計領域,幫助從數據中提取更多信息並更好地將結果傳達給決策者。

- 通過清晰而深入的可視化圖形示例研究網絡
- 分析特定行業的易於使用的數據集
- 學習從數據中提取洞察力的軟件工具和編程語言
- 使用流行的Python編程語言的代碼示例

在網絡和圖論方面有大量的科學研究,但在核心科學領域之外的分析功能中,這些研究很少直接應用。《圖形分析與可視化》是為那些尋求基於經驗的系統分析方法和適用於實驗室以外的強大工具的人而寫的,是一本全面而權威的資源。