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SABIO: Soft Agent for Extended Information Retrieval

 

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dc.creator Gómez Gutiérrez, Álvaro Ariel es
dc.creator León de Mora, Carlos es
dc.creator Ropero Rodríguez, Jorge es
dc.creator Carrasco Muñoz, Alejandro es
dc.creator Luque Rodríguez, Joaquín es
dc.date.accessioned 2017-06-22T09:24:17Z
dc.date.available 2017-06-22T09:24:17Z
dc.date.issued 2013
dc.identifier.citation Gómez Gutiérrez, Á.A., León de Mora, C., Ropero Rodríguez, J., Carrasco Muñoz, A. y Luque Rodríguez, J. (2013). SABIO: Soft Agent for Extended Information Retrieval. Applied Artificial Intelligence, 27 (4), 249-277.
dc.identifier.issn 0883-9514 es
dc.identifier.uri http://hdl.handle.net/11441/61456
dc.description.abstract In the current study, an integrated system called SABIO is presented. The current system applies Information Retrieval (IR) techniques developed for collections of textual documents to nontextual corpa. SABIO integrates a fuzzy logic-based procedure for IR. Its search algorithm improves the IR efficiency and decreases the computational burden by using a fuzzy logic-based procedure for IR. This procedure is integrated in a flexible and fault-tolerant, human-reasoning-based search algorithm. The Accumulated Knowledge Set (AKS) of the system is sorted in a hierarchic multilevel tree-structure-like ontology. The objects in the AKS are represented using a novel human-reasoning-based-method. This representation takes into account the occurrence of related terms. The system uses a novel fuzzy logic-based term-weighting (TW) method. The developed fuzzy logic method improves the classical term frequency–inverse document frequency (TF=IDF) method, generally used for TW. The abovementioned system is the core of a wizard for search into the website of the University of Seville, www.us.es, which is currently in testing. es
dc.format application/pdf es
dc.language.iso eng es
dc.publisher Taylor and Francis es
dc.relation.ispartof Applied Artificial Intelligence, 27 (4), 249-277.
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 Internacional *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/ *
dc.title SABIO: Soft Agent for Extended Information Retrieval es
dc.type info:eu-repo/semantics/article es
dc.type.version info:eu-repo/semantics/submittedVersion es
dc.rights.accessrights info:eu-repo/semantics/openAccess es
dc.contributor.affiliation Universidad de Sevilla. Departamento de Tecnología Electrónica es
dc.relation.publisherversion http://www.tandfonline.com/doi/full/10.1080/08839514.2013.774204 es
dc.identifier.doi 10.1080/08839514.2013.774204 es
idus.format.extent 29 p. es
dc.journaltitle Applied Artificial Intelligence es
dc.publication.volumen 27 es
dc.publication.issue 4 es
dc.publication.initialPage 249 es
dc.publication.endPage 277 es
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