[HTML][HTML] Knowledge graph quality control: A survey

X Wang, L Chen, T Ban, M Usman, Y Guan, S Liu… - Fundamental …, 2021 - Elsevier
A knowledge graph (KG), a special form of semantic network, integrates fragmentary data
into a graph to support knowledge processing and reasoning. KG quality control is important …

A systematic review on time-constrained ontology evolution in predictive maintenance

A Canito, J Corchado, G Marreiros - Artificial Intelligence Review, 2022 - Springer
With the modernization of industry and introduction of IoT, maintenance practices have been
moving from reactive to proactive and predictive approaches. The identification of faults …

How does knowledge evolve in open knowledge graphs?

A Polleres, R Pernisch, A Bonifati, D Dell'Aglio… - Transactions on Graph …, 2023 - hal.science
Openly available, collaboratively edited Knowledge Graphs (KGs) are key platforms for the
collective management of evolving knowledge. The present work aims to provide an …

[HTML][HTML] Detecting interdisciplinary semantic drift for knowledge organization based on normal cloud model

Z Wang, S Peng, J Chen, AG Kapasule… - Journal of King Saud …, 2023 - Elsevier
To reduce the conceptual ambiguity in interdisciplinary knowledge organization systems
(KOSs) and enhance interdisciplinary KOS management, this paper proposes a framework …

[HTML][HTML] Beware of the hierarchy—An analysis of ontology evolution and the materialisation impact for biomedical ontologies

R Pernisch, D Dell'Aglio, A Bernstein - Journal of Web Semantics, 2021 - Elsevier
Ontologies are becoming a key component of numerous applications and research fields.
But knowledge captured within ontologies is not static. Some ontology updates potentially …

Multi-domain and explainable prediction of changes in web vocabularies

A Meroño-Peñuela, R Pernisch, C Guéret… - Proceedings of the 11th …, 2021 - dl.acm.org
Web vocabularies (WV) have become a fundamental tool for structuring Web data: over 10
million sites use structured data formats and ontologies to markup content. Maintaining …

Order matters: matching multiple knowledge graphs

S Hertling, H Paulheim - Proceedings of the 11th Knowledge Capture …, 2021 - dl.acm.org
Knowledge graphs (KGs) provide information in machine interpretable form. In cases where
multiple KGs are used in the same system, that information needs to be integrated. This is …

Toward measuring the resemblance of embedding models for evolving ontologies

R Pernisch, D Dell'Aglio, A Bernstein - Proceedings of the 11th …, 2021 - dl.acm.org
Updates on ontologies affect the operations built on top of them. But not all changes are
equal: some updates drastically change the result of operations; others lead to minor …

[HTML][HTML] Data and Model Harmonization Research Challenges in a Nation Wide Digital Twin

JS Sottet, C Pruski - Systems, 2023 - mdpi.com
Nation Wide Digital Twin is an emerging paradigm that pushes the context of a classical
Digital Twin to a whole country. Under this perspective, models, which are central for digital …

Do you catch my drift? On the usage of embedding methods to measure concept shift in knowledge graphs

S Verkijk, R Roothaert, R Pernisch… - Proceedings of the 12th …, 2023 - dl.acm.org
Automatically detecting and measuring differences between evolving Knowledge Graphs
(KGs) has been a topic of investigation for years. With the rising popularity of embedding …