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 from text: A look back and into the future

W Wong, W Liu, M Bennamoun - ACM computing surveys (CSUR), 2012 - dl.acm.org
Ontologies are often viewed as the answer to the need for interoperable semantics in
modern information systems. The explosion of textual information on the Read/Write Web …

A survey of ontology learning techniques and applications

MN Asim, M Wasim, MUG Khan, W Mahmood… - Database, 2018 - academic.oup.com
Ontologies have gained a lot of popularity and recognition in the semantic web because of
their extensive use in Internet-based applications. Ontologies are often considered a fine …

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 …

[PDF][PDF] TheoryOn: A design framework and system for unlocking behavioral knowledge through ontology learning

J Li, K Larsen, A Abbasi - MIS Quarterly, 2020 - par.nsf.gov
The scholarly information-seeking process for behavioral research consists of three phases:
searching, accessing, and processing of past research. Existing IT artifacts, such as Google …

Building ontology-driven tutoring models for intelligent tutoring systems using data mining

M Chang, G D'Aniello, M Gaeta, F Orciuoli… - IEEE …, 2020 - ieeexplore.ieee.org
Pedagogical (Tutor or Tutoring) Models are an important element of Intelligent Tutoring
Systems (ITS) and they can be described by sets of (tutoring) rules. The implementation of a …

[HTML][HTML] Arabic Knowledge Graph Construction: A close look in the present and into the future

IA Ahmed, FN Al-Aswadi, KMG Noaman - Journal of King Saud …, 2022 - Elsevier
With the widespread growth of data on the Web, the need for efficient methods to get and
arrange valuable information from these big noisy data is increased. The knowledge graph …

[HTML][HTML] Natural language processing for systems engineering: automatic generation of systems modelling language diagrams

S Zhong, A Scarinci, A Cicirello - Knowledge-Based Systems, 2023 - Elsevier
The design of complex engineering systems is an often long and articulated process that
highly relies on engineers' expertise and professional judgment. As such, the typical pitfalls …

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] 面向网络空间安全情报的知识图谱综述

董聪, 姜波, 卢志刚, 刘宝旭, 李宁, 马平川, 姜政伟… - 信息安全学报, 2020 - jcs.iie.ac.cn
摘要随着网络空间安全情报在网络犯罪, 网络战和网络反恐等领域的作用日益凸显,
迫切需要对网络空间安全情报的基本理论和综合分析方法进行深入研究. 当前 …