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 …
Semantic modeling, development and evaluation for the resistance spot welding industry
The ongoing industrial revolution termed Industry 4.0 (I4. 0) has borne witness to a series of
profound changes towards increasing smart automation, particularly in the industrial sectors …
profound changes towards increasing smart automation, particularly in the industrial sectors …
Literal-aware knowledge graph embedding for welding quality monitoring: a bosch case
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 …
ANSR-DT: An Adaptive Neuro-Symbolic Learning and Reasoning Framework for Digital Twins
In this paper, we propose an Adaptive Neuro-Symbolic Learning Framework for digital twin
technology called``ANSR-DT." Our approach combines pattern recognition algorithms with …
technology called``ANSR-DT." Our approach combines pattern recognition algorithms with …
[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 …