Publication detail

BOLE - A New Bio-Ontology Learning Platform

SMRŽ, P. NOVÁČEK, V.

Original Title

BOLE - A New Bio-Ontology Learning Platform

Type

article in a collection out of WoS and Scopus

Language

English

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.

Keywords

bioinformatics, semantic web, knowledge extraction

Authors

SMRŽ, P.; NOVÁČEK, V.

RIV year

2005

Released

29. 9. 2005

Location

Madrid

Pages from

100

Pages to

107

Pages count

4

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"
}