This paper describes a methodology for the semantic annotation of product catalogues. We propose a hybrid approach, combining pattern matching techniques to exploit the regular structure of product descriptions in catalogues, and Natural Language Processing techniques which are resorted to analyze natural language descriptions. It also includes the access to an application ontology, semi-automatically bootstrapped from collections of catalogues with an ontology learning tool, which is used to drive the semantic annotation process.

Ontology-based Semantic Annotation of Product Catalogues

Giovannetti E;Marchi S;Montemagni S;Bartolini R
2007

Abstract

This paper describes a methodology for the semantic annotation of product catalogues. We propose a hybrid approach, combining pattern matching techniques to exploit the regular structure of product descriptions in catalogues, and Natural Language Processing techniques which are resorted to analyze natural language descriptions. It also includes the access to an application ontology, semi-automatically bootstrapped from collections of catalogues with an ontology learning tool, which is used to drive the semantic annotation process.
2007
Istituto di linguistica computazionale "Antonio Zampolli" - ILC
Semantic Annotation of texts
Ontology Learning
Information Extraction for e-commerce
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/65068
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact