dc.creator | Ropero Rodríguez, Jorge | es |
dc.creator | León de Mora, Carlos | es |
dc.creator | Carrasco Muñoz, Alejandro | es |
dc.creator | Gómez Gutiérrez, Álvaro Ariel | es |
dc.creator | Rivera Romero, Octavio | es |
dc.date.accessioned | 2022-04-13T10:41:53Z | |
dc.date.available | 2022-04-13T10:41:53Z | |
dc.date.issued | 2011 | |
dc.identifier.citation | Ropero Rodríguez, J., León de Mora, C., Carrasco Muñoz, A., Gómez Gutiérrez, Á.A. y Rivera Romero, O. (2011). Fuzzy Logic Applications for Knowledge Discovery: a Survey. International Journal of Advancements in Computing Technology, 3 (6), 187-198. | |
dc.identifier.issn | 2005-8039 | es |
dc.identifier.uri | https://hdl.handle.net/11441/132095 | |
dc.description.abstract | In this paper, we present a survey on Fuzzy Logic (FL) applications for Knowledge Discovery (KD),
focusing on Information Retrieval (IR) and Information Extraction (IE). KD has been widely used for
the search of information in vague, imprecise and noisy environments. Computational Intelligence, and
mainly Fuzzy Logic, emerges as an ideal tool for IR and IE systems. We introduce a huge variety of
FL applications, using the two main existing approaches: the applications based on the Vector Space
Model (VSM); and the applications based on ontologies. For VSM applications, we split the
applications into those related to queries, clustering, user profiles and hierarchical relations.
Meanwhile, we also consider ontology applications, later focusing in the semantic web. However, all
these applications are closely related. | es |
dc.format | application/pdf | es |
dc.format.extent | 12 | es |
dc.language.iso | eng | es |
dc.publisher | Research India Publications | es |
dc.relation.ispartof | International Journal of Advancements in Computing Technology, 3 (6), 187-198. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Information retrieval | es |
dc.subject | Information extraction | es |
dc.subject | Knowledge Discovery | es |
dc.subject | Computational Intelligence | es |
dc.subject | Fuzzy logic | es |
dc.subject | Vector Space Model | es |
dc.subject | Ontology | es |
dc.title | Fuzzy Logic Applications for Knowledge Discovery: a Survey | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Tecnología Electrónica | es |
dc.relation.publisherversion | https://www.ijact.org/index.php/ijact | es |
dc.identifier.doi | 10.4156/ijact.vol3.issue6.22 | es |
dc.journaltitle | International Journal of Advancements in Computing Technology | es |
dc.publication.volumen | 3 | es |
dc.publication.issue | 6 | es |
dc.publication.initialPage | 187 | es |
dc.publication.endPage | 198 | es |