DocumentCode
1807405
Title
A Corpus-Driven Approach for Design, Evolution and Alignment of Ontologies
Author
Wachter, Thomas ; Wobst, Andre ; Schroeder, Michael ; Tan, He ; Lambrix, Patrick
Author_Institution
Biotechnologisches Zentrum, Technische Univ. Dresden
fYear
2006
fDate
3-6 Dec. 2006
Firstpage
1595
Lastpage
1602
Abstract
Bio-ontologies are hierarchical vocabularies, which are used to annotate other data sources such as sequence and structure databases. With the wide use of ontologies their integration, design, and evolution becomes an important problem. We show how textmining on relevant text corpora can be used to identify matching ontology terms of two separate ontologies and to propose new ontology terms for a given term. We evaluate these approaches on the GeneOntology
Keywords
biology computing; data mining; database management systems; ontologies (artificial intelligence); text analysis; GeneOntology; bio-ontologies; sequence databases; structure databases; textmining; Abstracts; Bioinformatics; Databases; Evolution (biology); Ontologies; Proteins; Standards development; Systems biology; Testing; Vocabulary;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference, 2006. WSC 06. Proceedings of the Winter
Conference_Location
Monterey, CA
Print_ISBN
1-4244-0500-9
Electronic_ISBN
1-4244-0501-7
Type
conf
DOI
10.1109/WSC.2006.322932
Filename
4117790
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