Automatic ontology construction from text: a review from shallow to deep learning trend

FN Al-Aswadi, HY Chan, KH Gan - Artificial Intelligence Review, 2020 - Springer
The explosive growth of textual data on the web coupled with the increase on demand for
ontologies to promote the semantic web, have made the automatic ontology construction …

Ontologies as a semantic model in IoT

S Mishra, S Jain - International Journal of Computers and …, 2020 - Taylor & Francis
The world is witnessing an increasing use of IoT-based devices to collect sensor data in
order to perceive the real world and generate abstractions. This data is highly …

Generating knowledge graphs through text mining of catalysis research related literature

AS Behr, D Chernenko, D Koßmann… - Catalysis Science & …, 2024 - pubs.rsc.org
Structured research data management in catalysis is crucial, especially for large amounts of
data, and should be guided by FAIR principles for easy access and compatibility of data …

OCC: a hybrid multiprocessing computing service decision making using ontology system

A Tiwari, RM Sharma - International Journal of Web-Based Learning …, 2021 - igi-global.com
In the recent trends, cloud computing service users agreed on the concept of pay and use
model by accessing all the best services provided by the providers. The major problem here …

Enhancing relevant concepts extraction for ontology learning using domain time relevance

FN Al-Aswadi, HY Chan, KH Gan - Information Processing & …, 2023 - Elsevier
Abstract Concepts extraction is the backbone task for an ontology construction system.
Identifying the relevant concepts is considered one of the main challenges of automatic …

A Short Review for Ontology Learning from Text: Stride from Shallow Learning, Deep Learning to Large Language Models Trend

R Du, H An, K Wang, W Liu - arXiv preprint arXiv:2404.14991, 2024 - arxiv.org
Ontologies provide formal representation of knowledge shared within Semantic Web
applications and Ontology learning from text involves the construction of ontologies from a …

Extracting semantic concepts and relations from scientific publications by using deep learning

FN Al-Aswadi, HY Chan, KH Gan - International Conference of Reliable …, 2020 - Springer
With the large volume of unstructured data that increases constantly on the web, the
motivation of representing the knowledge in this data in the machine-understandable form is …

Information extraction from automotive reports for ontology population

H Ahaggach, L Abrouk, E Lebon - Applied Ontology, 2024 - content.iospress.com
In this paper, we showcase our research on the use of ontologies and information extraction
for the purpose of modeling damages incurred on car bodies. With the increasing use of …

[PDF][PDF] Evaluation and refinement of emergency situation ontology

S Jain, V Meyer - International Journal of Information and Education …, 2018 - ijiet.org
Ontologies provide a machine-processable description of entities and their properties,
relationships and constraints, thus they can depict the semantics of disaster situations and …

An intelligent knowledge treasure for military decision support

S Mishra, S Jain - Research Anthology on Military and Defense …, 2021 - igi-global.com
Abstract Information integration is great for military operations because the range of
pertinent information sources is significantly distinct and dynamic. This article develops an …