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 …

Ontology population and enrichment: State of the art

G Petasis, V Karkaletsis, G Paliouras, A Krithara… - … extraction and ontology …, 2011 - Springer
Ontology learning is the process of acquiring (constructing or integrating) an ontology (semi-
) automatically. Being a knowledge acquisition task, it is a complex activity, which becomes …

[HTML][HTML] Natural language processing methods and systems for biomedical ontology learning

K Liu, WR Hogan, RS Crowley - Journal of biomedical informatics, 2011 - Elsevier
While the biomedical informatics community widely acknowledges the utility of domain
ontologies, there remain many barriers to their effective use. One important requirement of …

Automatic concept extraction for domain and student modeling in adaptive textbooks

H Chau, I Labutov, K Thaker, D He… - International Journal of …, 2021 - Springer
The increasing popularity of digital textbooks as a new learning media has resulted in a
growing interest in develo** a new generation of adaptive textbooks that can help readers …

Ontological technologies for user modelling

S Sosnovsky, D Dicheva - International Journal of Metadata …, 2010 - inderscienceonline.com
This paper brings together research from two different fields–user modelling and web
ontologies–in attempt to demonstrate how recent semantic trends in web development can …

System and method of efficiently representing and searching directed acyclic graph structures in databases

W Chang, N Ghamrawi, A Swami - US Patent 7,580,918, 2009 - Google Patents
Prior Publication Data The present disclosure includes systems and techniques relat US
2007/0208693 A1 Sep. 6, 2007 ing to representation and retrieval of data structures in data …

Ontology-based production simulation with ontologysim

MC May, L Kiefer, A Kuhnle, G Lanza - Applied Sciences, 2022 - mdpi.com
Imagine the possibility to save a simulation at any time, modify or analyze it, and restart
again with exactly the same state. The conceptualization and its concrete manifestation in …

[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 …

System and method of building and using hierarchical knowledge structures

W Chang, N Ghamrawi - US Patent 7,644,052, 2010 - Google Patents
RECEIVE ASEED ONTOLOGY indication of symbolic knowledge for the given category; and
populating the first ontology with new features to form a second ontology, the populating …