Semantic similarity and machine learning with ontologies

M Kulmanov, FZ Smaili, X Gao… - Briefings in …, 2021 - academic.oup.com
Ontologies have long been employed in the life sciences to formally represent and reason
over domain knowledge and they are employed in almost every major biological database …

Text-mining solutions for biomedical research: enabling integrative biology

D Rebholz-Schuhmann, A Oellrich… - Nature Reviews …, 2012 - nature.com
In response to the unbridled growth of information in literature and biomedical databases,
researchers require efficient means of handling and extracting information. As well as …

The protégé project: a look back and a look forward

MA Musen - AI matters, 2015 - dl.acm.org
Few funded research projects in computer science go on for decades. It's even questionable
whether any project should be sustained that long. Nevertheless, the Protégé project at …

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 …

The role of ontologies in biological and biomedical research: a functional perspective

R Hoehndorf, PN Schofield… - Briefings in …, 2015 - academic.oup.com
Ontologies are widely used in biological and biomedical research. Their success lies in their
combination of four main features present in almost all ontologies: provision of standard …

[BUKU][B] Artificial intelligence and tutoring systems: Computational and cognitive approaches to the communication of knowledge

E Wenger - 2014 - books.google.com
Artificial Intelligence and Tutoring Systems: Computational and Cognitive Approaches to the
Communication of Knowledge focuses on the cognitive approaches, methodologies …

The evolution of Protégé: an environment for knowledge-based systems development

JH Gennari, MA Musen, RW Fergerson… - International Journal of …, 2003 - Elsevier
The Protégé project has come a long way since Mark Musen first built the Protégé meta-tool
for knowledge-based systems in 1987. The original tool was a small application, aimed at …

The Protégé OWL plugin: An open development environment for semantic web applications

H Knublauch, RW Fergerson, NF Noy… - The Semantic Web–ISWC …, 2004 - Springer
We introduce the OWL Plugin, a Semantic Web extension of the Protégé ontology
development platform. The OWL Plugin can be used to edit ontologies in the Web Ontology …

Getting more out of biomedical documents with GATE's full lifecycle open source text analytics

H Cunningham, V Tablan, A Roberts… - PLoS computational …, 2013 - journals.plos.org
This software article describes the GATE family of open source text analysis tools and
processes. GATE is one of the most widely used systems of its type with yearly download …

Fuzzy ontology representation using OWL 2

F Bobillo, U Straccia - International journal of approximate reasoning, 2011 - Elsevier
The need to deal with vague information in Semantic Web languages is rising in importance
and, thus, calls for a standard way to represent such information. We may address this issue …