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 …

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 …

[PDF][PDF] Towards A Statistic Ontology for Data Analysis in Smart Manufacturing.

Z Zheng, B Zhou, D Zhou, AQ Khan, A Soylu… - ISWC (Posters/Demos …, 2022 - ceur-ws.org
Statistical analytics has been playing an important role for uncovering patterns and trends
from data in smart manufacturing. However, how statistical analytics are performed is usually …

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 …

[PDF][PDF] Towards Executable Knowledge Graph Translation.

D Zhou, B Zhou, Z Zheng, Z Tan, EV Kostylev… - ISWC (Posters/Demos …, 2022 - ceur-ws.org
Data analytics is vital in manufacturing for extracting insights from production data and
optimising production processes. Semantic technologies including knowledge graphs (KG) …

[PDF][PDF] Preface for the 2nd International Workshop on Semantic Industrial Information Modelling (SemIIM)

A Waaler, E Kharlamov, B Zhou, A Soylu, D Kyritsis… - 2023 - ceur-ws.org
SemIIM2023 was a full-day workshop that took place on 7th November 2023 in Athens,
Greece, colocated with the 22nd edition of the International Semantic Web Conference …

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 …