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Survey and Tutorial on Hybrid Human-Artificial Intelligence by Feifei Shi; Fang Zhou; Hong Liu; Liming Chen; Huansheng Ning is a Computer Science article available to read on EtoBox.

What is Survey and Tutorial on Hybrid Human-Artificial Intelligence about?

The growing computing power, easy acquisition of large-scale data, and constantly improved algorithms have led to a new wave of artificial intelligence (AI) applications, which change the ways we live, manufacture, and do business. Along with this development, a rising concern is the relationship between AI and human intelligence, namely, whether AI systems may one day overtake, manipulate, or replace humans. In this paper, we introduce a novel concept named hybrid human-artificial intelligence (H-AI), which fuses human abilities and AI capabilities into a unified entity. It presents a challenging yet promising research direction that prompts secure and trusted AI innovations while keeping humans in the loop for effective control. We scientifically define the concept of H-AI and propose an evolution road map for the development of AI toward H-AI. We then examine the key underpinning techniques of H-AI, such as user profile modeling, cognitive computing, and human-in-the-loop machine learning. Afterward, we discuss H-AI's potential applications in the area of smart homes, intelligent medicine, smart transportation, and smart manufacturing. Finally, we conduct a critical analysis of

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Author

Feifei Shi; Fang Zhou; Hong Liu; Liming Chen; Huansheng Ning

Publisher

Tsinghua University Press

Published

2023

Language

EN

Field

Computer Science (Physical Sciences)