Insight-Driven Problem Solving: Analytics Science to Improve the World
暫譯: 洞察驅動的問題解決:分析科學改善世界

Saghafian, Soroush

  • 出版商: Cambridge
  • 出版日期: 2025-10-31
  • 售價: $3,600
  • 貴賓價: 9.5$3,420
  • 語言: 英文
  • 頁數: 377
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1009379143
  • ISBN-13: 9781009379144
  • 尚未上市,無法訂購

商品描述

Improving public policies, creating the next generation of AI systems, reducing crime, making hospitals more efficient, addressing climate change, controlling pandemics, and reducing disruption in supply chains are all problems where big picture ideas from analytics science have had large-scale impact. What are those ideas? Who came up with them? Will insights from analytics science help solve even more daunting societal challenges? This book takes readers on an engaging tour of the evolution of analytics science and how it brought together ideas and tools from many different fields - AI, machine learning, data science, OR, optimization, statistics, economics, and more - to make the world a better place. Using these ideas and tools, big picture insights emerge from simplified settings that get at the essence of a problem, leading to superior approaches to complex societal issues. A fascinating read for anyone interested in how problems can be solved by leveraging analytics.

商品描述(中文翻譯)

改善公共政策、創造下一代人工智慧系統、減少犯罪、提高醫院效率、應對氣候變遷、控制疫情以及減少供應鏈中斷,這些都是分析科學的大局觀念對於解決的重大問題。這些觀念是什麼?誰提出的?分析科學的見解是否能幫助解決更具挑戰性的社會問題?本書帶領讀者深入探索分析科學的演變,以及它如何將來自不同領域的想法和工具結合起來——包括人工智慧、機器學習、數據科學、運籌學、優化、統計學、經濟學等——以改善世界。利用這些想法和工具,從簡化的情境中產生出的大局觀見解能夠抓住問題的本質,從而導致對複雜社會問題的更優解決方案。這是一本對任何對如何利用分析解決問題感興趣的讀者來說都非常吸引人的讀物。