Applied Artificial Intelligence: Where AI Can Be Used In Business (SpringerBriefs in Complexity)
暫譯: 應用人工智慧:人工智慧在商業中的應用 (SpringerBriefs in Complexity)
Francesco Corea
商品描述
This book deals with artificial intelligence (AI) and its several applications. It is not an organic text that should be read from the first page onwards, but rather a collection of articles that can be read at will (or at need). The idea of this work is indeed to provide some food for thoughts on how AI is impacting few verticals (insurance and financial services), affecting horizontal and technical applications (speech recognition and blockchain), and changing organizational structures (introducing new figures or dealing with ethical issues).
The structure of the chapter is very similar, so I hope the reader won’t find difficulties in establishing comparisons or understanding the differences between specific problems AI is being used for. The first chapter of the book is indeed showing the potential and the achievements of new AI techniques in the speech recognition domain, touching upon the topics of bots and conversational interfaces. The second and thirds chapter tackle instead verticals that are historically data-intensive but not data-driven, i.e., the financial sector and the insurance one. The following part of the book is the more technical one (and probably the most innovative), because looks at AI and its intersection with another exponential technology, namely the blockchain. Finally, the last chapters are instead more operative, because they concern new figures to be hired regardless of the organization or the sector, and ethical and moral issues related to the creation and implementation of new type of algorithms.商品描述(中文翻譯)
這本書探討人工智慧(AI)及其多種應用。它並不是一本需要從第一頁開始閱讀的有機文本,而是一系列可以隨意(或根據需要)閱讀的文章。這項工作的理念確實是提供一些思考的素材,關於AI如何影響幾個垂直領域(如保險和金融服務)、影響橫向和技術應用(如語音識別和區塊鏈),以及改變組織結構(引入新角色或處理倫理問題)。
本章的結構非常相似,因此我希望讀者在建立比較或理解AI所用於特定問題之間的差異時不會遇到困難。書的第一章確實展示了新AI技術在語音識別領域的潛力和成就,涉及機器人和對話介面的主題。第二章和第三章則探討歷史上數據密集但不以數據驅動的垂直領域,即金融部門和保險部門。書的後半部分則是更技術性的部分(也可能是最具創新性的),因為它關注AI與另一種指數增長技術,即區塊鏈的交集。最後幾章則更具操作性,因為它們涉及無論組織或行業都需要聘用的新角色,以及與創建和實施新類型算法相關的倫理和道德問題。