| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Mani, I., Samuel, K., Concepcion, K. & Vogel, D. | Automatcally Inducing Ontologies from Corpora | 2004 | Proceedings of the 3rd International Workshop on Computational Terminology | inproceedings | URL |
| Abstract: The emergence of vast quantities of on-line information has raised the importance of methods for automatic cataloguing of information in a variety of domains, including electronic commerce and bioinformatics. Ontologies can play a critical role in such cataloguing. In this paper, we describe a system that automatically induces an ontology from any large on-line text collection in a specific domain. The ontology that is induced consists of domain concepts, related by kind-of and part-of links. To achieve domain-independence, we use a combination of relatively shallow methods along with any available repositories of applicable background knowledge. We describe our evaluation experiences using these methods, and provide examples of induced structures. | |||||
BibTeX:
@inproceedings{mani2004automatcally,
author = {Mani, Inderjeet and Samuel, Ken and Concepcion, Kris and Vogel, David},
title = {Automatcally Inducing Ontologies from Corpora},
booktitle = {Proceedings of the 3rd International Workshop on Computational Terminology},
year = {2004},
url = {http://-new.biomath.jussieu.fr/~pz/computerm2004.html}
}
|
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