Publication Details

BOLE - A New Bio-Ontology Learning Platform

NOVÁČEK Vít and SMRŽ Pavel. 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, pp. 100-107.
Czech title
BOLE - A New Bio-Ontology Learning Platform
Type
conference paper
Language
english
Authors
Nováček Vít, Bc. (FI MUNI)
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT)
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
Conference
Workshop on Biomedical Ontologies and Text Processing, European Conference on Computational Biology, Madrid, ES
Place
Madrid, ES
BibTeX
@INPROCEEDINGS{FITPUB7919,
   author = "V\'{i}t Nov\'{a}\v{c}ek and Pavel Smr\v{z}",
   title = "BOLE - A New Bio-Ontology Learning Platform",
   pages = "100--107",
   booktitle = "Proceedings of the Workshop on Biomedical Ontologies and Text Processing, European Conference on Computational Biology",
   year = 2005,
   location = "Madrid, ES",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7919"
}
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