Scaling data science solutions with semantics and machine learning: Bosch case
Abstract Industry 4.0 and Internet of Things (IoT) technologies unlock unprecedented
amount of data from factory production, posing big data challenges in volume and variety. In …
amount of data from factory production, posing big data challenges in volume and variety. In …
Integrating large language models and knowledge graphs for extraction and validation of textual test data
A De Santis, M Balduini, F De Santis, A Proia… - International Semantic …, 2024 - Springer
Aerospace manufacturing companies, such as Thales Alenia Space, design, develop,
integrate, verify, and validate products characterized by high complexity and low volume …
integrate, verify, and validate products characterized by high complexity and low volume …
DAI-NET: Toward communication-aware collaborative training for the industrial edge
The industrial edge generates an abundance of spatially distributed and dynamic data that
needs to remain on-site for privacy and security reasons. Collaborative training at the edge …
needs to remain on-site for privacy and security reasons. Collaborative training at the edge …
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring
Recently there has been a series of studies in knowledge graph embedding (KGE), which
attempts to learn the embeddings of the entities and relations as numerical vectors and …
attempts to learn the embeddings of the entities and relations as numerical vectors and …
[PDF][PDF] Scalable processing of Bosch Welding Data with Graph Massivizer
The transition to Industry 4.0 is driving the adoption of IoT technologies in manufacturing,
transforming processes like Resistance Spot Welding (RSW) at companies such as Bosch …
transforming processes like Resistance Spot Welding (RSW) at companies such as Bosch …
[PDF][PDF] LitKGE: Improving numeric LITerals based Knowledge Graph Embedding models
Knowledge Graphs (KGs) consist of a set of triples where a triple is a link between either two
entity nodes (relational triple) or an entity node and a literal node (attributive triple). Similar …
entity nodes (relational triple) or an entity node and a literal node (attributive triple). Similar …
[PDF][PDF] Integrating I4. 0 Knowledge Graphs with Large Language Models Beyond SPARQL Endpoints
Abstract Industry 4.0 (I4. 0) knowledge graphs are a common way to represent industrial
information models. Conventional SPARQL querying systems require the users to be …
information models. Conventional SPARQL querying systems require the users to be …