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Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery
Sourcing and identification of new manufacturing partners is crucial for manufacturing system integrators to enhance agility and reduce risk through supply chain diversification in the global economy.
Manufacturing Service Capability Prediction with Graph Neural Networks
To address the need, this study proposes a Graph Neural Network-based method for manufacturing service capability identification over a knowledge graph.
FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source
As the demands for large-scale information processing have grown, knowledge graph-based approaches have gained prominence for representing general and domain knowledge.
Research Directions in Democratizing Innovation through Design Automation, One-Click Manufacturing Services and Intelligent Machines
The digitalization of manufacturing has created opportunities for consumers to customize products that fit their individualized needs which in turn would drive demand for manufacturing services.
Network Based Pricing for 3D Printing Services in Two-Sided Manufacturing-as-a-Service Marketplace
A data mining approach with machine learning methods is used to estimate a price range based on the profile characteristics of 3D printing service suppliers.
