ExeKG: Executable knowledge graph system for user-friendly data analytics

Z Zheng, B Zhou, D Zhou, A Soylu… - Proceedings of the 31st …, 2022 - dl.acm.org
Data analytics including machine learning (ML) is essential to extract insights from
production data in modern industries. However, industrial ML is affected by: the low …

Literal-aware knowledge graph embedding for welding quality monitoring: a bosch case

Z Tan, B Zhou, Z Zheng, O Savkovic, Z Huang… - International Semantic …, 2023 - Springer
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 …

Schere: Schema reshaping for enhancing knowledge graph construction

D Zhou, B Zhou, Z Zheng, A Soylu, O Savkovic… - Proceedings of the 31st …, 2022 - dl.acm.org
Automatic knowledge graph (KG) construction is widely used for eg data integration,
question answering and semantic search. There are many approaches of automatic KG …

[PDF][PDF] Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing.

B Zhou, Z Zheng, D Zhou, Z Tan, O Savkovic… - ISWC (Posters/Demos …, 2022 - ceur-ws.org
Visual analytics has been important for many data-driven applications in modern industries.
However, there has been limited research of semantic technologies for visual analytics …

Towards a visualisation ontology for reusable visual analytics

B Zhou, Z Tan, Z Zheng, D Zhou, O Savkovic… - Proceedings of the 11th …, 2022 - dl.acm.org
Data analytics including machine learning analytics is essential to extract insights from
production data in modern industries. Visual analytics is essential for data analytics for eg …

ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics

Z Zhuoxun, B Zhou, D Zhou, A Soylu… - Proceedings of the 31st …, 2022 - oda.oslomet.no
Data analytics including machine learning (ML) is essential to extract insights from
production data in modern industries. However, industrial ML is affected by: the low …