Utilize este identificador para referenciar este registo:
http://hdl.handle.net/10071/25677
Registo completo
Campo DC | Valor | Idioma |
---|---|---|
dc.contributor.author | Rosa, H. | - |
dc.contributor.author | Batista, F. | - |
dc.contributor.author | Carvalho, J. | - |
dc.date.accessioned | 2022-06-21T11:17:47Z | - |
dc.date.available | 2022-06-21T11:17:47Z | - |
dc.date.issued | 2014 | - |
dc.identifier.issn | 1098-7584 | - |
dc.identifier.uri | http://hdl.handle.net/10071/25677 | - |
dc.description.abstract | In this paper we propose to approach the subject of Twitter Topic Detection using a new technique called Topic Fuzzy Fingerprints. A comparison is made with two popular text classification techniques, Support Vector Machines (SVM) and k-Nearest Neighbours (kNN). Preliminary results show that Twitter Topic Fuzzy Fingerprints outperforms the other two techniques achieving better Precision and Recall, while still being much faster, which is an essential feature when processing large volumes of streaming data. | eng |
dc.language.iso | eng | - |
dc.publisher | IEEE | - |
dc.relation | PEstOE/EEI/LA0021/2013 | - |
dc.relation | info:eu-repo/grantAgreement/FCT/3599-PPCDT/PTDC%2FIVC-ESCT%2F4919%2F2012/PT | - |
dc.rights | openAccess | - |
dc.title | Twitter topic fuzzy fingerprints | eng |
dc.type | conferenceObject | - |
dc.event.type | Conferência | pt |
dc.event.location | Beijing | eng |
dc.event.date | 2014 | - |
dc.peerreviewed | yes | - |
dc.journal | 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): Proceedings | - |
degois.publication.location | Beijing | eng |
degois.publication.title | Twitter topic fuzzy fingerprints | eng |
dc.date.updated | 2022-06-21T12:16:51Z | - |
dc.description.version | info:eu-repo/semantics/acceptedVersion | - |
dc.identifier.doi | 10.1109/FUZZ-IEEE.2014.6891781 | - |
dc.subject.fos | Domínio/Área Científica::Ciências Naturais::Ciências Físicas | por |
iscte.identifier.ciencia | https://ciencia.iscte-iul.pt/id/ci-pub-18038 | - |
iscte.alternateIdentifiers.wos | WOS:WOS:000350793500112 | - |
iscte.alternateIdentifiers.scopus | 2-s2.0-84912535475 | - |
Aparece nas coleções: | IT-CRI - Comunicações a conferências internacionais |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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conferenceobject_18038.pdf | Versão Aceite | 292,72 kB | Adobe PDF | Ver/Abrir |
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