Publication detail

BOLE - A New Bio-Ontology Learning Platform

SMRŽ, P., NOVÁČEK, V.

Original Title

BOLE - A New Bio-Ontology Learning Platform

English Title

BOLE - A New Bio-Ontology Learning Platform

Type

conference paper

Language

en

Original 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.

English 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.

Keywords

bioinformatics, semantic web, knowledge extraction

RIV year

2005

Released

29.09.2005

Location

Madrid

Pages from

100

Pages to

107

Pages count

4

Documents

BibTex


@inproceedings{BUT18261,
  author="Pavel {Smrž} and Vít {Nováček}",
  title="BOLE - A New Bio-Ontology Learning Platform",
  annote="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.

", booktitle="Proceedings of the Workshop on Biomedical Ontologies and Text Processing, European Conference on Computational Biology", chapter="18261", year="2005", month="september", pages="100--107", type="conference paper" }