A scientometric analysis and critical review of construction related ontology research

B Zhong, H Wu, H Li, S Sepasgozar, H Luo… - Automation in construction, 2019 - Elsevier
There is a wide range of literature on adopting ontology to solve construction problems, but
no review of existing studies has systematically analyzed and visualized the trends in …

Ontology-based systems engineering: A state-of-the-art review

L Yang, K Cormican, M Yu - Computers in Industry, 2019 - Elsevier
In recent years ontology-based systems engineering has grown significantly. Its raison d'etre
is to use ontologies to improve the systems engineering body of knowledge. Specifically …

Information extraction meets the semantic web: a survey

JL Martinez-Rodriguez, A Hogan… - Semantic …, 2020 - content.iospress.com
We provide a comprehensive survey of the research literature that applies Information
Extraction techniques in a Semantic Web setting. Works in the intersection of these two …

Knowledge graph identification

J Pujara, H Miao, L Getoor, W Cohen - … 21-25, 2013, Proceedings, Part I 12, 2013 - Springer
Large-scale information processing systems are able to extract massive collections of
interrelated facts, but unfortunately transforming these candidate facts into useful knowledge …

Extreme learning machines [trends & controversies]

E Cambria, GB Huang, LLC Kasun… - IEEE intelligent …, 2013 - ieeexplore.ieee.org
This special issue includes eight original works that detail the further developments of ELMs
in theories, applications, and hardware implementation. In" Representational Learning with …

Semantic data mining: A survey of ontology-based approaches

D Dou, H Wang, H Liu - Proceedings of the 2015 IEEE 9th …, 2015 - ieeexplore.ieee.org
Semantic Data Mining refers to the data mining tasks that systematically incorporate domain
knowledge, especially formal semantics, into the process. In the past, many research efforts …

Digital Twin-enabled and Knowledge-driven decision support for tunnel electromechanical equipment maintenance

G Yu, D Lin, Y Wang, M Hu, V Sugumaran… - … and Underground Space …, 2023 - Elsevier
Urban tunnel infrastructure plays critical roles in sustaining the wellbeing of a society. The
operation of tunnels relies on a diverse range of tunnel electromechanical equipment (TEE) …

Towards a knowledge graph for science

S Auer, V Kovtun, M Prinz, A Kasprzik… - Proceedings of the 8th …, 2018 - dl.acm.org
The document-centric workflows in science have reached (or already exceeded) the limits of
adequacy. This is emphasized by recent discussions on the increasing proliferation of …

RecomMetz: A context-aware knowledge-based mobile recommender system for movie showtimes

LO Colombo-Mendoza, R Valencia-García… - Expert Systems with …, 2015 - Elsevier
Recommender systems are used to provide filtered information from a large amount of
elements. They provide personalized recommendations on products or services to users …

Ontology-based semi-supervised conditional random fields for automated information extraction from bridge inspection reports

K Liu, N El-Gohary - Automation in construction, 2017 - Elsevier
A large amount of detailed data about bridge conditions and maintenance actions are buried
in bridge inspection reports without being used. Information extraction and data analytics …