A survey on knowledge representation in materials science and engineering: An ontological perspective

X Zhang, C Zhao, X Wang - Computers in Industry, 2015 - Elsevier
Informatics in materials science and engineering is playing more and more important role in
contemporary society. Intelligent applications such as new materials discovery, materials …

[HTML][HTML] An overview of ontology learning tasks

M Somodevilla García, D Vilariño Ayala… - Computación y …, 2018 - scielo.org.mx
Ontology Learning (OL), for the Semantic Web has become widely used for knowledge
representation. Therefore, the success of the Semantic Web depends strongly on the …

Ontology population with deep learning-based NLP: a case study on the Biomolecular Network Ontology

A Ayadi, A Samet, FB de Beuvron… - Procedia Computer …, 2019 - Elsevier
As a scientific discipline, systems biology aims to build models of biological systems and
processes through the computer analysis of a large amount of experimental data describing …

Ontology population: Approaches and design aspects

M Lubani, SAM Noah… - Journal of Information …, 2019 - journals.sagepub.com
Ontologies provide a means to store knowledge in a machine-readable format. Ontology
population is the task of updating an ontology with new facts from an input knowledge …

Semi-supervised instance population of an ontology using word vector embedding

V Jayawardana, D Lakmal, N de Silva… - … on Advances in ICT …, 2017 - ieeexplore.ieee.org
In many modern-day systems such as information extraction and knowledge management
agents, ontologies play a vital role in maintaining the concept hierarchies of the selected …

Integroly: Automatic knowledge graph population from social big data in the political marketing domain

HH Guedea-Noriega, F García-Sánchez - Applied Sciences, 2022 - mdpi.com
Featured Application Knowledge system and data analysis for political marketing. Abstract
Social media sites have become platforms for conversation and channels to share …

Aspect ontology based review exploration

A Konjengbam, N Dewangan, N Kumar… - … Commerce Research and …, 2018 - Elsevier
User feedback in the form of customer reviews, blogs, and forum posts is an essential
feature of e-commerce. Users often read online product reviews to get an insight into the …

Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach

A Rubio, R Cantarero, A Margara, G Cugola, D Villa… - Internet of Things, 2024 - Elsevier
The increasing interest in searching for intelligent, proactive, and autonomous environments
leads to the necessity of accessing contextual knowledge: knowledge about changes that …

Word vector embeddings and domain specific semantic based semi-supervised ontology instance population

V Jayawardana, D Lakmal, N de Silva… - … Journal on Advances …, 2018 - icter.sljol.info
An ontology defines a set of representational primitives which model a domain of knowledge
or discourse. With the arising fields such as information extraction and knowledge …

An Ontology-Based Knowledge Representation Method for Typhoon Events from Chinese News Reports

D Chen, Y Zheng, L Ma, F Qin - ISPRS International Journal of Geo …, 2023 - mdpi.com
Typhoons are destructive weather events. News media reports contain large amounts of
typhoon information. Transforming this information into useful knowledge to provide a basis …