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A Domain-Adaptable Heterogeneous Information Integration Platform: Tourism and Biomedicine Domains.

Identificadores del recurso

2078-2489

http://hdl.handle.net/10641/2743

10.3390/info12110435

Procedencia

(Repositorio Institucional de la Universidad Francisco de Vitoria)

Ficha

Título:: A Domain-Adaptable Heterogeneous Information Integration Platform: Tourism and Biomedicine Domains.
Tema:: Information systems; Recommenders; Information fusion; Semantic Web; Intelligent agents
Descripción:: In recent years, information integration systems have become very popular in mashup-type applications. Information sources are normally presented in an individual and unrelated fashion, and the development of new technologies to reduce the negative effects of information dispersion is needed. A major challenge is the integration and implementation of processing pipelines using different technologies promoting the emergence of advanced architectures capable of processing such a number of diverse sources. This paper describes a semantic domain-adaptable platform to integrate those sources and provide high-level functionalities, such as recommendations, shallow and deep natural language processing, text enrichment, and ontology standardization. Our proposed intelligent domain-adaptable platform (IDAP) has been implemented and tested in the tourism and biomedicine domains to demonstrate the adaptability, flexibility, modularity, and utility of the platform. Questionnaires, performance metrics, and A/B control groups’ evaluations have shown improvements when using IDAP in learning environments; post-print; 2139 KB
Idioma:: English
Relación:: https://www.mdpi.com/2078-2489/12/11/435
Autor/Productor:: Muñoz Gil, Rafael; De Buenaga Rodríguez, Manuel; Aparicio Galisteo, Fernando; Gachet Páez, Diego; García Cuesta, Esteban
Editor:: Information
Derechos:: Atribución-NoComercial-SinDerivadas 3.0 España; http://creativecommons.org/licenses/by-nc-nd/3.0/es/; openAccess
Fecha:: 2022-01-27T13:25:29Z; 2021
Tipo de recurso:: article

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