Publication Details

BOLE - A New Bio-Ontology Learning Platform

SMRŽ, P., NOVÁČEK, V. BOLE - A New Bio-Ontology Learning Platform. In Proceedings of the Workshop on Biomedical Ontologies and Text Processing, European Conference on Computational Biology. Madrid: 2005. p. 100-107.

Czech title

Type

conference paper

Language

English

Authors

Smrž Pavel, doc. RNDr., Ph.D. (DCGM)
Nováček Vít

Keywords

bioinformatics, semantic web, knowledge extraction

Abstract

This paper presents BOLE --- a new platform for bottom-up generation and merging
of bio-ontologies. In contrast to other ontology-learning systems
that are currently available, BOLE can be characterized by the modular
architecture enabling integrating and comparing various methods of the
automatic acquisition of semantic relations. We introduce the architecture of the
tool and discuss the methodology of the employed synthetic bottom-up approach.
OLITE --- the central component responsible for the automatic acquisition of
semantic relations from texts is described in detail. The presented preliminary
results prove the efficiency of the implemented framework. We also provide a brief
comparative overview of other relevant approaches and outline the future
work on representation of uncertain knowledge for bio-ontology merging.

Published

2005

Pages

100–107

Proceedings

Proceedings of the Workshop on Biomedical Ontologies and Text Processing, European Conference on Computational Biology

Place

Madrid

BibTeX

@inproceedings{BUT18261,
  author="Pavel {Smrž} and Vít {Nováček}",
  title="BOLE - A New Bio-Ontology Learning Platform",
  booktitle="Proceedings of the Workshop on Biomedical Ontologies and Text Processing, European Conference on Computational Biology",
  year="2005",
  pages="100--107",
  address="Madrid"
}