Reducing ambiguity in data is a crucial requirement to be satisfied in domains of interest where high levels of information precision are required. For this purpose a specific Domain Data is exploited, where the information is expressed through specific Domain Vocabularies defined to reduce the ambiguity present, instead, when natural languages are used. However, different vocabularies are defined for the same domain used in different contexts, hindering the possibility to interoperate domain data expressed using such vocabularies. The main contribution of this paper is a domain vocabulary integration process, allowing for the interoperability among different vocabularies in cross-context exploitable Multilingual Domain Data. The integration process is based on a novel approach which concretely separates the semantic of concepts from their representations, thus reducing the complexity of creating mapping between different vocabularies concepts. The process is currently adopted within the InteropEHRate EU project, from which a real use case scenario has been extracted to demonstrate the execution of the process.

Interoperating Vocabularies in Multilingual Domain Data / Bocca, S; Bella, G; Giunchiglia, F. - (2022), pp. 73-79. (Intervento presentato al convegno VORTE tenutosi a Amsterdam nel 15-17 June 2022) [10.1109/CBI54897.2022.10051].

Interoperating Vocabularies in Multilingual Domain Data

Bocca, S;Bella, G;Giunchiglia, F
2022-01-01

Abstract

Reducing ambiguity in data is a crucial requirement to be satisfied in domains of interest where high levels of information precision are required. For this purpose a specific Domain Data is exploited, where the information is expressed through specific Domain Vocabularies defined to reduce the ambiguity present, instead, when natural languages are used. However, different vocabularies are defined for the same domain used in different contexts, hindering the possibility to interoperate domain data expressed using such vocabularies. The main contribution of this paper is a domain vocabulary integration process, allowing for the interoperability among different vocabularies in cross-context exploitable Multilingual Domain Data. The integration process is based on a novel approach which concretely separates the semantic of concepts from their representations, thus reducing the complexity of creating mapping between different vocabularies concepts. The process is currently adopted within the InteropEHRate EU project, from which a real use case scenario has been extracted to demonstrate the execution of the process.
2022
IEEE 24th Conference on Business Informatics (CBI)
345 E 47TH ST, NEW YORK, NY 10017 USA
IEEE
978-1-6654-6016-3
Bocca, S; Bella, G; Giunchiglia, F
Interoperating Vocabularies in Multilingual Domain Data / Bocca, S; Bella, G; Giunchiglia, F. - (2022), pp. 73-79. (Intervento presentato al convegno VORTE tenutosi a Amsterdam nel 15-17 June 2022) [10.1109/CBI54897.2022.10051].
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/11572/369577
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact