Future Automation: Changes to Lives and to Businesses (Advances and Opportunities with Big Data and Analytics)
暫譯: 未來自動化:生活與商業的變革(大數據與分析的進展與機會)

Timothy E Carone

  • 出版商: World Scientific Pub
  • 出版日期: 2018-11-18
  • 售價: $1,800
  • 貴賓價: 9.5$1,710
  • 語言: 英文
  • 頁數: 232
  • 裝訂: Paperback
  • ISBN: 9813142332
  • ISBN-13: 9789813142336
  • 相關分類: 大數據 Big-data
  • 海外代購書籍(需單獨結帳)

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商品描述

The world overstates the present fear of future risk. Autonomous systems are our future. One day we will wake up to some event that will make it clear that the robots have taken over but just not in the way we always thought. Robots take many forms. A driverless car is a robot. A drone over Afghanistan is a robot. Siri is a robot as are high frequency trading systems. And the autonomous systems that Amazon uses to manage their warehouses and logistics are collections of robots acting in concert. In short, robots, or autonomous systems, are slowly taking over the execution of key processes that run our businesses and our lives. We define an autonomous system to be an integration at the data and process level of three components: sensors or the Internet of Things that collect data; big data that stores and processes data; and artificial intelligence, which takes the information, makes decisions, and acts. On occasions, we add in actuators, which are motors that are responsible for moving or controlling a mechanism or system. Other words for an autonomous system with actuators are "robot," "driverless car," and "unmanned drone."

This book describes the coming disruptions caused by autonomous systems (AS), which are unique blends of AI, analytics, and the Internet of Things (IoT). An example of an AS is a driverless car. Analytics is the key element here that is still receiving scant attention as compared to the advances in AI and IoT. This book shows how disruption across many industries caused by the presence of AS will be pervasive and that analytics, which is created by the IoT and other sensors, provides the content from which AI can make decisions. These decisions are no longer the purview of humans only. AS will transcend what machines currently do. We will show how the impact of AS will start to manifest in the coming years.

商品描述(中文翻譯)

全球對未來風險的恐懼被過度強調。自主系統是我們的未來。某一天,我們將會醒來,面對某個事件,這將清楚地顯示出機器人已經接管了,但方式卻不是我們一直以為的那樣。機器人有許多形式。無人駕駛汽車是一種機器人。阿富汗上空的無人機也是一種機器人。Siri 是一種機器人,高頻交易系統也是如此。而亞馬遜用來管理其倉庫和物流的自主系統則是多個機器人協同運作的集合。簡而言之,機器人或自主系統正在慢慢接管運行我們業務和生活的關鍵過程。我們將自主系統定義為在數據和過程層面上整合三個組件:收集數據的傳感器或物聯網(Internet of Things);存儲和處理數據的大數據;以及人工智慧,該系統利用信息做出決策並採取行動。在某些情況下,我們還會加入執行器,這是負責移動或控制機械或系統的馬達。帶有執行器的自主系統的其他名稱包括「機器人」、「無人駕駛汽車」和「無人機」。

本書描述了自主系統(AS)所帶來的即將到來的顛覆,這些系統是人工智慧、分析和物聯網(IoT)的獨特融合。無人駕駛汽車就是一個 AS 的例子。分析是這裡的關鍵元素,與人工智慧和物聯網的進展相比,仍然受到的關注很少。本書展示了 AS 在許多行業造成的顛覆將是普遍的,而由物聯網和其他傳感器創建的分析提供了人工智慧可以做出決策的內容。這些決策不再僅僅是人類的專利。AS 將超越目前機器所能做的。我們將展示 AS 的影響將在未來幾年開始顯現。