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2019 | Buch

Applied Artificial Intelligence: Where AI Can Be Used In Business

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Über dieses Buch

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.

Inhaltsverzeichnis

Frontmatter
Chapter 1. AI and Speech Recognition
Abstract
This chapter talks about the impact of AI on speech recognition and conversational interfaces. It will touch upon bots classification, main models used and developed in speech recognition as well as a market classification where major start-up players are identified.
Francesco Corea
Chapter 2. How AI Is Changing the Insurance Landscape
Abstract
This chapter is focusing on insurance and how AI is disrupting the sector. Starting from the conventional insurance process, we will move through specific novelties AI is introducing in the field to understand how insurance is completely changing the way people buy and think of insurance products. Finally, an eight-group classification is proposed for the insurtech ecosystem.
Francesco Corea
Chapter 3. How AI Is Transforming Financial Services
Abstract
Finance and traditional banking is an industry which is historically data-rich although not so much data-driven. AI is affecting the sector in several ways, ranging from financial wellness to financial security, capital markets, and even money transfer. But above all AI is forcing the financial services players to innovate and to look for alternative solutions to old problems.
Francesco Corea
Chapter 4. The Convergence of AI and Blockchain
Abstract
This is likely the most technical chapter of the book, although it is explained in a comprehensible language. It deals with the intersection between AI and blockchain and how they are affecting each other. A primer on blockchain is provided, as well as a full map of players working with those two exponential technologies.
Francesco Corea
Chapter 5. The New CxO Gang: Data, AI, and Robotics
Abstract
This chapter explains and identifies the emergence of new relevant figures in the data ecosystem space, namely the chief data officer, the chief AI officer, and the chief robotics officer. It will show the differences between them and highlight where they are needed and how they can be used efficiently.
Francesco Corea
Chapter 6. Machine Ethics and Artificial Moral Agents
Abstract
This final chapter concerns issues that are usually not associated with the business performance but that instead have a profound impact on the company’s financial results. Ethics is indeed a strong component in the algorithmic development and should be managed with care. The chapter will discuss the most common ethics problems and data biases and propose some food for thoughts rather than solutions. It will also talk about the control problem, the accounting and explainability issues, and the development of a safe AI.
Francesco Corea
Metadaten
Titel
Applied Artificial Intelligence: Where AI Can Be Used In Business
verfasst von
Dr. Francesco Corea
Copyright-Jahr
2019
Electronic ISBN
978-3-319-77252-3
Print ISBN
978-3-319-77251-6
DOI
https://doi.org/10.1007/978-3-319-77252-3