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Human-AI Interaction for Semantic Knowledge Enrichment of AI Model Output by Sisay Adugna Chala; Alexander Graß is a book available to read on EtoBox.

What is Human-AI Interaction for Semantic Knowledge Enrichment of AI Model Output about?

## Abstract Modern manufacturing requires developing a framework of AI solutions that capture and process data from various sources including from human-AI collaboration. This chapter tries to describe the concept of domain knowledge fusion in human-AI collaboration for manufacturing. Human interaction with AI is enabled in such a way that the domain expert not only inspects the output of the AI model but also injects engineered knowledge in order to retrain AI models for iterative improvement. Domain knowledge fusion is a technique that involves combining knowledge from multiple domains or sources to produce a more complete solution by augmenting learned knowledge, i.e., the knowledge generated by the AI model with engineered knowledge, i.e., the knowledge provided by the domain expert. The concept developed in this chapter demonstrates how the domain expert interacts with AI systems to observe and decide the veracity of the learned knowledge with respect to the given context. It enables humans to collaborate with AI systems through intuitive interfaces that help domain experts in interpreting insights, validating the findings, and applying domain knowledge to gain a deeper unders

Author

Sisay Adugna Chala; Alexander Graß

Publisher

Springer International Publishing

Published

2023

Language

EN

ISBN

9783031464522

Subjects

Engineering, Stem