Paradigm shift from AI to XAI of Society 5.0: Machine-centric to human-centric

Title

Paradigm shift from AI to XAI of Society 5.0: Machine-centric to human-centric

Creator

Paul Frank M.; George G.

Description

Artificial intelligence (AI), the Internet of things (IoT), and robotics have gained significant momentum to meet expectations in many applications. Data management has become a tedious job as businesses grow. The interruption of AI in business functions and a growing web-based service economy in the last decade have led the IoT to grow faster, reducing the tedious job. Timely interruption of eXplainable artificial intelligence (XAI) reduces the technical complexities. On the one hand, the AI of Industry 4.0 promises the easiness of business functions. On the other hand, XAI of Society 5.0 tends to ease people's social life. This chapter ascertains the impact of AI on significant business functions and tries to bring out challenges AI faces and ethical values that must be considered in business functions. This chapter also tries to shed some light on the evolution of XAI of Society 5.0 and reasons for the shift from AI to XAI or machine-centric to human-centric and concludes by highlighting the future of XAI. 2024 Elsevier Inc. All rights reserved.

Source

XAI Based Intelligent Systems for Society 5.0, pp. 3-28.

Date

2023-01-01

Publisher

Elsevier

Subject

Artificial intelligence; eXplainable AI; Human-centric; Machine-centric

Coverage

Paul Frank M., Department of Commerce, Christ (Deemed to Be University), Karnataka, Bengaluru, India; George G., Department of Commerce, Christ (Deemed to Be University), Karnataka, Bengaluru, India

Rights

Restricted Access

Relation

ISBN: 978-032395315-3; 978-032395784-7

Format

Online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.1016/B978-0-323-95315-3.00002-4

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189572586&doi=10.1016%2fB978-0-323-95315-3.00002-4&partnerID=40&md5=0baec0af49c5fd553e6b4d4130cf4b1c