Data Driven Ontology Evaluation
Brewster, Christopher, Alani, Harith, Dasmahapatra, Srinandan and Wilks, Yorick (2004) Data Driven Ontology Evaluation. In, International Conference on Language Resources and Evaluation, Lisbon, Portugal, 24 - 30 May 2004.
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Description/Abstract
The evaluation of ontologies is vital for the growth of the Semantic Web. We consider a number of problems in evaluating a knowledge artifact like an ontology. We propose in this paper that one approach to ontology evaluation should be corpus or data driven. A corpus is the most accessible form of knowledge and its use allows a measure to be derived of the ‘fit’ between an ontology and a domain of knowledge. We consider a number of methods for measuring this ‘fit’ and propose a measure to evaluate structural fit, and a probabilistic approach to identifying the best ontology.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Event Dates: 24-30 May |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Comms, Signal Processing & Control Faculty of Physical and Applied Science > Electronics and Computer Science > Web & Internet Science |
| Item ID: | 259062 |
| Date Deposited: | 02 Mar 2005 |
| Last Modified: | 07 Mar 2012 14:46 |
| Contributors: | Brewster, Christopher (Author) Alani, Harith (Author) Dasmahapatra, Srinandan (Author) Wilks, Yorick (Author) |
| Date: | 2004 |
| Additional Information: | Event Dates: 24-30 May |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/259062 |
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