Artificial Intelligence and Machine Learning for Job Automation
Author:
Affiliation:
1. California State University, Fullerton, USA
Abstract
Job automation is a critical decision that has brought about profound changes in the workplace. However, the question of what drives job automation remains unclear. This study conducts an interdisciplinary review of five theoretical frameworks on job automation, paying particular attention to the role played by artificial intelligence and machine learning. It highlights the concepts and mechanisms underlying each of the frameworks, compares and contrasts their similarities and differences, and highlights challenges and suggests opportunities of job automation. It also proposes an integrated framework on job automation by addressing the research gaps in extant frameworks and thereby contributes to the research and practice on this important topic.
Publisher
IGI Global
Subject
Hardware and Architecture,Information Systems,Software
Reference72 articles.
1. Automation and New Tasks: How Technology Displaces and Reinstates Labor
2. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
3. Why Are There Still So Many Jobs? The History and Future of Workplace Automation
4. The Skill Content of Recent Technological Change: An Empirical Exploration
5. Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements
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