Graph Analysis and Visualization: Discovering Business Opportunity in Linked Data (Paperback)
暫譯: 圖形分析與視覺化:在連結資料中發掘商機
Richard Brath, David Jonker
- 出版商: Wiley
- 出版日期: 2015-02-02
- 定價: $1,640
- 售價: 9.5 折 $1,558
- 語言: 英文
- 頁數: 544
- 裝訂: Paperback
- ISBN: 1118845846
- ISBN-13: 9781118845844
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相關分類:
遊戲引擎 Game-engine
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商品描述
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)
透過科學方法從數據中獲取更多資訊
《圖形分析與視覺化》將圖論帶出實驗室,進入現實世界。這本指南使用跨越分析功能的複雜方法和工具,展示如何利用圖形和網絡分析技術來發現新的商業洞察和機會。本書以全彩印刷,描述了使用豐富且引人入勝的範例(來自體育、金融、行銷、安全、社交媒體等領域)創建強大視覺化的過程。您將找到有關模式識別和使用各種數據來源(包括大數據)的實用指導,以及有關軟體和程式設計的清晰說明。配套網站提供數據集、完整的 Python 程式碼範例,以及書中涵蓋的所有工具的連結。
科學已經從網絡和圖論中獲益,這些理論推動了物理學、經濟學、遺傳學等領域的突破。本書將這些經過驗證的技術引入商業、金融、策略和設計的世界,幫助從數據中提取更多資訊,並更好地向決策者傳達結果。
* 使用清晰且具洞察力的視覺化研究網絡的圖形範例
* 分析來自各行各業的特別策劃、易於使用的數據集
* 學習提取數據洞察的軟體工具和程式語言
* 使用流行的 Python 程式語言的程式碼範例
關於網絡和圖論的科學研究成果非常豐富,但直到現在,這些成果很少直接應用於核心科學以外的分析功能。本書為那些尋求基於實證的系統分析方法和適用於實驗室外的強大工具的人而寫,是一本全面且權威的資源。