生産工学と管理における人工知能 Artificial Intelligence in Production Engineering and Management

著者名：Machado, Carolina (EDT)/Davim, J. Paulo (EDT)

Woodhead Publishing（2024/07/02発売）

• 言語：ENG
• ISBN：9780128194713
• eISBN：9780128196168

Description

Artificial intelligence (AI) plays a crucial role in production engineering and management, revolutionizing operation optimization, data analysis, forecasting, and task automation. In production engineering, AI contributes to operational efficiency by identifying patterns, predicting failures, and optimizing supply chains. In management, it offers predictive and prescriptive insights, allowing quick adaptations to changes in market conditions. However, it is essential to address ethical challenges, such as data security and workforce impacts, to ensure responsible and sustainable implementation of AI in these contexts.Among the different topics covered in Artificial Intelligence in Production Engineering and Management, the reader can find: living in the age of AI; machine learning and large language models; AI and people management; nudging financial behavior with AI; the European Union narrative on AI; multidimensional transhuman influence; and AI, emotional intelligence, and ethics. This topical book will be of great value for those working and researching in the production engineering and management fields who are seeking to understand and capitalize on the revolutionary shift that artificial intelligence brings to modern engineering and management.- Combines research in AI from the fields of production engineering and management to provide effective solutions to problems with interdisciplinary relevance- Offers a comprehensive view of the possibilities that artificial intelligence brings to production engineering and management- Inspires reflection, innovation, and a renewed appreciation for the ability of technology to redefine, improve, and transform the foundations of production engineering and management

Table of Contents

1. Living under artificial intelligence: advancement or fate?2. Using machine learning and large language models to improve the product development process3. Artificial Intelligence and people management in the 21st century4. Benefits and drawbacks of artificial intelligence in human resource management: Between utopian and dystopian visions5. A challenge for the implementation of artificial intelligence in rural areas. Digital coverage and performance of intellectual capital of firms6. Nudging Financial Behavior in the Age of Artificial Intelligence7. The European Union Narrative on Artificial Intelligence: The Path to International Leadership8. Back to the future. Multidimensional transhuman influence on creativity and innovation9. Artificial intelligence, yes! But what about the human side? - The relevance of emotional intelligence and ethics