Automatically Inducing Ontologies From Corpora

@inproceedings{Mani2004AutomaticallyIO,
  title={Automatically Inducing Ontologies From Corpora},
  author={Inderjeet Mani and Kenneth Samuel and Kristian J. Concepcion and David Vogel},
  year={2004}
}
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… CONTINUE READING
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