%0 Conference Paper %1 mani2004automatcally %A Mani, Inderjeet %A Samuel, Ken %A Concepcion, Kris %A Vogel, David %B Proceedings of the 3rd International Workshop on Computational Terminology %C Geneva %D 2004 %K diploma_thesis eventually_useful %T Automatcally Inducing Ontologies from Corpora %U http://-new.biomath.jussieu.fr/~pz/computerm2004.html %X 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.

@inproceedings{mani2004automatcally, 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.}, added-at = {2011-01-28T11:34:25.000+0100}, address = {Geneva}, author = {Mani, Inderjeet and Samuel, Ken and Concepcion, Kris and Vogel, David}, biburl = {https://www.bibsonomy.org/bibtex/2dce5c6301943fe6c9648cf671ceb167e/dbenz}, booktitle = {Proceedings of the 3rd International Workshop on Computational Terminology}, dateadded = {2006-07-18}, interhash = {9ec83ddb1f251792d05345daa8357bf8}, intrahash = {dce5c6301943fe6c9648cf671ceb167e}, keywords = {diploma_thesis eventually_useful}, lastdatemodified = {2006-07-18}, lastname = {Mani}, month = {August}, own = {notown}, pdf = {mani04-automatically.pdf}, read = {notread}, timestamp = {2013-07-31T15:39:42.000+0200}, title = {Automatcally Inducing Ontologies from Corpora}, url = {http://-new.biomath.jussieu.fr/~pz/computerm2004.html}, year = 2004 }