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 …

Ontology learning: Grand tour and challenges

AC Khadir, H Aliane, A Guessoum - Computer Science Review, 2021 - Elsevier
Ontologies are at the core of the semantic web. As knowledge bases, they are very useful
resources for many artificial intelligence applications. Ontology learning, as a research area …

Learner participation profiles in an asynchronous online collaboration context

MK Kim, T Ketenci - The internet and higher education, 2019 - Elsevier
The purpose of this study was to propose and validate a measurable model of learner
participation in the context of online asynchronous discussion. We supplemented the …

Automatic concept extraction based on semantic graphs from big data in smart city

J Qiu, Y Chai, Z Tian, X Du… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the rapid development of smart cities, various types of sensors can rapidly collect a
large amount of data, and it becomes increasingly important to discover effective knowledge …

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 …

Who are online learning leaders? Piloting a leader identification method (LIM)

MK Kim, Y Wang, T Ketenci - Computers in Human Behavior, 2020 - Elsevier
An asynchronous online discussion forum has been a prevalent means of collaborative
online learning. Yet, it remains challenging for instructors to identify who and how students …

Concept maps as the first step in an ontology construction method

RR Starr, JMP De Oliveira - Information systems, 2013 - Elsevier
A method is proposed to be used as the first step in the ontology acquisition process. This
method is based on the use of concept maps as a means of expression for the expert …

Context-aware recommender for mobile learners

R Benlamri, X Zhang - Human-centric Computing and Information …, 2014 - Springer
As mobile technologies become widespread, new challenges are facing the research
community to develop lightweight learning services adapted to the learner's profile, context …

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 …

[PDF][PDF] Ontology construction from text: challenges and trends

A Al-Arfaj, AM Al-Salman - … Journal of Artificial Intelligence and Expert …, 2015 - Citeseer
Ontology is one of the most popular representation model used for knowledge
representation, sharing and reusing. In light of the importance of ontology, different …