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Information retrieval with FROM: The fuzzy relational ontological model

โœ Scribed by Rachel Pereira; Ivan Ricarte; Fernando Gomide

Publisher
John Wiley and Sons
Year
2009
Tongue
English
Weight
329 KB
Volume
24
Category
Article
ISSN
0884-8173

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โœฆ Synopsis

This paper presents FROM, the fuzzy relational ontological model, a novel approach to encode knowledge for information retrieval applications based upon a fuzzy set framework that consider more generic concepts differently from specific terms. Besides the model itself, the paper also presents a retrieval algorithm that exploits FROM features through the application of fuzzy operations that uses this knowledge to extend a user's query based on these fuzzy associations. Experimental results have shown that retrieval with FROM presented better overall performance than other fuzzy-based approaches for information retrieval.

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