dc.creator | Martínez Cámara, Eugenio | es |
dc.creator | Cruz Mata, Fermín | es |
dc.creator | Molina González, M. Dolores | es |
dc.creator | Martín Valdivia, M. Teresa | es |
dc.creator | Ortega Rodríguez, Francisco Javier | es |
dc.creator | Ureña López, L. Alfonso | es |
dc.date.accessioned | 2022-03-10T11:15:42Z | |
dc.date.available | 2022-03-10T11:15:42Z | |
dc.date.issued | 2015 | |
dc.identifier.citation | Martínez Cámara, E., Cruz Mata, F., Molina González, M.D., Martín Valdivia, M.T., Ortega Rodríguez, F.J. y Ureña López, L.A. (2015). Improving Spanish Polarity Classification Combining Different Linguistic Resources. En NLDB 2015: 20th International Conference on Applications of Natural Language to Information Systems (234-245), Passau, Germany: Springer. | |
dc.identifier.isbn | 978-3-319-19580-3 | es |
dc.identifier.issn | 0302-9743 | es |
dc.identifier.uri | https://hdl.handle.net/11441/130661 | |
dc.description.abstract | Sentiment analysis is a challenging task which is attracting
the attention of researchers. However, most of work is only focused on
English documents, perhaps due to the lack of linguistic resources for
other languages. In this paper, we present several Spanish opinion mining
resources in order to develop a polarity classification system. In addition,
we propose the combination of different features extracted from each
resource in order to train a classifier over two different opinion corpora.
We prove that the integration of knowledge from several resources can
improve the final Spanish polarity classification system. The good results
encourage us to continue developing sentiment resources for Spanish, and
studying the combination of features extracted from different resources | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad TIN2012-38536-C03-0 | es |
dc.description.sponsorship | Junta de Andalucía P11-TIC-7684 | es |
dc.description.sponsorship | Universidad de Jaén CEATIC-2013-01 | es |
dc.format | application/pdf | es |
dc.format.extent | 12 | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | NLDB 2015: 20th International Conference on Applications of Natural Language to Information Systems (2015), pp. 234-245. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Sentiment analysis | es |
dc.subject | Polarity classification | es |
dc.subject | Lexicon-based approach | es |
dc.subject | Sentiment feature generation | es |
dc.title | Improving Spanish Polarity Classification Combining Different Linguistic Resources | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
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 Lenguajes y Sistemas Informáticos | es |
dc.relation.projectID | TIN2012-38536-C03-0 | es |
dc.relation.projectID | P11-TIC-7684 | es |
dc.relation.projectID | CEATIC-2013-01 | es |
dc.relation.publisherversion | https://link.springer.com/chapter/10.1007/978-3-319-19581-0_21 | es |
dc.identifier.doi | 10.1007/978-3-319-19581-0_21 | es |
dc.contributor.group | Universidad de Sevilla. TIC134: Sistemas Informáticos | es |
dc.publication.initialPage | 234 | es |
dc.publication.endPage | 245 | es |
dc.eventtitle | NLDB 2015: 20th International Conference on Applications of Natural Language to Information Systems | es |
dc.eventinstitution | Passau, Germany | es |
dc.relation.publicationplace | Cham, Switzerland | es |
dc.contributor.funder | Ministerio de Economía y Competitividad (MINECO). España | es |
dc.contributor.funder | Junta de Andalucía | es |
dc.contributor.funder | Universidad de Jaén | es |