This paper presents on-going research to formalise the ontology of a computational lexicon in OWL (W3C standard) as well as to enrich it by applying a bottom-up approach that extracts semantic information from the lexicon. The resource used follows the Generative Lexicon (GL) theory and therefore (1) puts a challenge to ontology design as its semantic types are multidimensional and (2) enables the acquisition of further knowledge on concepts from semantic units. The formalisation allows the ontology to be processed by Description Logics reasoners as well as to be employed in Semantic Web applications. Moreover, the lexicon-driven enrichment increases the semantic information present in the ontology making it appropriate for ontology-driven Natural Language Processing. Finally, the paper studies the application of these procedures to a subsequent GL-based biological resource.
Formalising and bottom-up enriching the ontology of a Generative Lexicon
Monachini M
2007
Abstract
This paper presents on-going research to formalise the ontology of a computational lexicon in OWL (W3C standard) as well as to enrich it by applying a bottom-up approach that extracts semantic information from the lexicon. The resource used follows the Generative Lexicon (GL) theory and therefore (1) puts a challenge to ontology design as its semantic types are multidimensional and (2) enables the acquisition of further knowledge on concepts from semantic units. The formalisation allows the ontology to be processed by Description Logics reasoners as well as to be employed in Semantic Web applications. Moreover, the lexicon-driven enrichment increases the semantic information present in the ontology making it appropriate for ontology-driven Natural Language Processing. Finally, the paper studies the application of these procedures to a subsequent GL-based biological resource.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | - |
| dc.authority.people | Toral A | it |
| dc.authority.people | Monachini M | it |
| dc.collection.id.s | 71c7200a-7c5f-4e83-8d57-d3d2ba88f40d | * |
| dc.collection.name | 04.01 Contributo in Atti di convegno | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.date.accessioned | 2024/02/19 19:33:52 | - |
| dc.date.available | 2024/02/19 19:33:52 | - |
| dc.date.issued | 2007 | - |
| dc.description.abstracteng | This paper presents on-going research to formalise the ontology of a computational lexicon in OWL (W3C standard) as well as to enrich it by applying a bottom-up approach that extracts semantic information from the lexicon. The resource used follows the Generative Lexicon (GL) theory and therefore (1) puts a challenge to ontology design as its semantic types are multidimensional and (2) enables the acquisition of further knowledge on concepts from semantic units. The formalisation allows the ontology to be processed by Description Logics reasoners as well as to be employed in Semantic Web applications. Moreover, the lexicon-driven enrichment increases the semantic information present in the ontology making it appropriate for ontology-driven Natural Language Processing. Finally, the paper studies the application of these procedures to a subsequent GL-based biological resource. | - |
| dc.description.affiliations | Istituto di Linguistica Computazionale "A. Zampolli" - CNR, Pisa | - |
| dc.description.allpeople | Toral A.; Monachini M. | - |
| dc.description.allpeopleoriginal | Toral A., Monachini M. | - |
| dc.description.fulltext | none | en |
| dc.description.numberofauthors | 1 | - |
| dc.identifier.isbn | 978-954-91743-7-3 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/65062 | - |
| dc.language.iso | eng | - |
| dc.publisher.country | BGR | - |
| dc.publisher.name | INCOMA Ltd. | - |
| dc.publisher.place | Shoumen | - |
| dc.relation.alleditors | G. Angelova, K. Bontcheva, R. Mitkov, Nicolas Nicolov & Nikolai Nicolov (Eds) | - |
| dc.relation.conferencedate | 27-29 September 2007 | - |
| dc.relation.conferencename | RANLP-2007 - International Conference on Recent Advances in Natural Language Processing | - |
| dc.relation.conferenceplace | Borovets, Bulgaria | - |
| dc.relation.firstpage | 599 | - |
| dc.relation.lastpage | 603 | - |
| dc.subject.keywords | Ontologies | - |
| dc.subject.keywords | Generative Lexicon | - |
| dc.subject.keywords | Qualia Structure | - |
| dc.subject.keywords | Semantic Web | - |
| dc.subject.singlekeyword | Ontologies | * |
| dc.subject.singlekeyword | Generative Lexicon | * |
| dc.subject.singlekeyword | Qualia Structure | * |
| dc.subject.singlekeyword | Semantic Web | * |
| dc.title | Formalising and bottom-up enriching the ontology of a Generative Lexicon | en |
| dc.type.driver | info:eu-repo/semantics/conferenceObject | - |
| dc.type.full | 04 Contributo in convegno::04.01 Contributo in Atti di convegno | it |
| dc.type.miur | 273 | - |
| dc.type.referee | Sì, ma tipo non specificato | - |
| dc.ugov.descaux1 | 84684 | - |
| iris.orcid.lastModifiedDate | 2024/02/22 22:44:39 | * |
| iris.orcid.lastModifiedMillisecond | 1708638279778 | * |
| iris.sitodocente.maxattempts | 1 | - |
| Appare nelle tipologie: | 04.01 Contributo in Atti di convegno | |
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