Natural language processing: state of the art, current trends and challenges

D Khurana, A Koli, K Khatter, S Singh - Multimedia tools and applications, 2023 - Springer
Natural language processing (NLP) has recently gained much attention for representing and
analyzing human language computationally. It has spread its applications in various fields …

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 …

Natural language processing

KR Chowdhary, KR Chowdhary - Fundamentals of artificial intelligence, 2020 - Springer
The abundant volume of natural language text in the connected world, though having a
large content of knowledge, but it is becoming increasingly difficult to disseminate it by a …

Ontology learning for the semantic web

A Maedche, S Staab - IEEE Intelligent systems, 2001 - ieeexplore.ieee.org
The Semantic Web relies heavily on formal ontologies to structure data for comprehensive
and transportable machine understanding. Thus, the proliferation of ontologies factors …

Automatic fuzzy ontology generation for semantic web

QT Tho, SC Hui, ACM Fong… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
Ontology is an effective conceptualism commonly used for the semantic Web. Fuzzy logic
can be incorporated to ontology to represent uncertainty information. Typically, fuzzy …

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 …

Ontology learning and its application to automated terminology translation

R Navigli, P Velardi, A Gangemi - IEEE Intelligent systems, 2003 - ieeexplore.ieee.org
Our OntoLearn system is an infrastructure for automated ontology learning from domain text.
It is the only system, as far as we know, that uses natural language processing and machine …

[PDF][PDF] Discovering conceptual relations from text

A Maedche, S Staab - Ecai, 2000 - researchgate.net
Ontologies have become an important means for structuring information and information
systems and, hence, important in knowledge as well as in software engineering. However …

Ontology learning

A Maedche, S Staab - Handbook on ontologies, 2004 - Springer
Ontology Learning greatly facilitates the construction of ontologies by the ontology engineer.
The notion of ontology learning that we propose here includes a number of complementary …

Mining ontologies from text

A Maedche, S Staab - … and Knowledge Management Methods, Models, and …, 2000 - Springer
Ontologies have become an important means for structuring knowledge and building
knowledge-intensive systems. For this purpose, efforts have been made to facilitate the …