Building a Knowledge Graph with Inference for a Production Machine Using the Web of Things Standard

Meckler, Sascha; Steinmüller, Harald; Harth, Andreas

doi:10.1007/978-3-030-79463-7_20

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2023

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Cited by 2 publications

References 14 publications

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Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review

Martinez-Gil,

Hoch,

Pichler

et al. 2023

Artificial Intelligence in Manufacturing

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The integration of Knowledge Graphs (KGs) in the manufacturing industry can significantly enhance the efficiency and flexibility of production lines and improve product quality. By integrating and contextualizing information about devices, equipment, production resources, location, usage, and related data, KGs can be a powerful operational tool. Moreover, KGs can contribute to the intelligence of manufacturing processes by providing insights into the complex and competitive manufacturing landscape. This research work presents a comprehensive analysis of the current trends utilizing KG in the manufacturing sector. We provide an overview of the state of the art in KG applications in manufacturing and highlight the critical issues that need to be addressed to enable a successful implementation. Our research aims to contribute to advancing KG technology in manufacturing and realizing its full potential to enhance manufacturing operations and competitiveness.

show abstract

Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review

Martinez-Gil,

Hoch,

Pichler

et al. 2023

Artificial Intelligence in Manufacturing

View full text Add to dashboard Cite

show abstract

From Knowledge Graph Development to Serving Industrial Knowledge Automation: A Review

Song

Zhang

2022

2022 41st Chinese Control Conference (CCC)

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Building a Knowledge Graph with Inference for a Production Machine Using the Web of Things Standard

Cited by 2 publications

References 14 publications

Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review

Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review

From Knowledge Graph Development to Serving Industrial Knowledge Automation: A Review

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