The Book of Why: The New Science of Cause and Effect (Hardcover)
暫譯: 為什麼的書:因果關係的新科學(精裝版)

Judea Pearl, Dana Mackenzie

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商品描述

A Turing Prize-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
 
"Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality--the study of cause and effect--on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
 
 

商品描述(中文翻譯)

一位獲得圖靈獎的計算機科學家和統計學家展示了理解因果關係如何徹底改變科學,並將徹底改變人工智慧。

「相關性不等於因果性。」這句口號被科學家們吟唱了超過一個世紀,導致對因果討論的幾乎禁忌。如今,這種禁忌已經消失。由Judea Pearl及其同事所引發的因果革命,打破了一個世紀的混淆,並在堅實的科學基礎上建立了因果性——即因果關係的研究。他的工作解釋了我們如何能夠知道一些簡單的事情,例如是雨水還是噴灌系統使人行道變濕;以及如何回答一些困難的問題,例如一種藥物是否治癒了一種疾病。Pearl的工作使我們不僅能夠知道一件事是否導致了另一件事:它讓我們探索現實世界及其可能的世界。它展示了人類思維的本質和人工智慧的關鍵。任何想要理解這兩者的人都需要《為什麼之書》。