A Study on Classification Methods Applied to Sentiment Analysis (Contributo in atti di convegno)

Type

• Prodotto della ricerca (Classe)
• Contributo in atti di convegno (Classe)

Label

• A Study on Classification Methods Applied to Sentiment Analysis (Contributo in atti di convegno) (literal)

Anno

• 2013-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1109/ICSC.2013.82 (literal)

Alternative label

• Mazzonello, Valentina; Gaglio, Salvatore; Augello, Agnese; Pilato, Giovanni (2013)
  A Study on Classification Methods Applied to Sentiment Analysis
  in Proc. of International Workshop on Semantic Computing for Social Networks: from user information to social knowledge (SCSN 2013)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Mazzonello, Valentina; Gaglio, Salvatore; Augello, Agnese; Pilato, Giovanni (literal)

Pagina inizio

• 426 (literal)

Pagina fine

• 431 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume

• Proc. of International Workshop on Semantic Computing for Social Networks: from user information to social knowledge (SCSN 2013) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali

• 6 (literal)

Note

• ISI Web of Science (WOS) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• University of Palermo - Italy, ICAR-CNR (literal)

Titolo

• A Study on Classification Methods Applied to Sentiment Analysis (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn

• 978-0-7695-5119-7 (literal)

Abstract

• Sentiment analysis is a new area of research in data mining that concerns the detection of opinions and/or sentiments in texts. This work focuses on the application and the comparison of three classification techniques over a text corpus composed of reviews of commercial products in order to detect opinions about them. The chosen domain is about \"perfumes\", and user opinions composing the corpus are written in Italian language. The proposed approach is completely data-driven: a Term Frequency / Inverse Document Frequency (TFIDF) terms selection procedure has been applied in order to make computation more efficient, to improve the classification results and to manage some issues related to the specific classification procedure adopted. (literal)

Prodotto di

• F.A.C.I.L.E. - Framework ad agenti cognitivi per la gestione e fruizione intelligente di informazioni sensoriali, conoscenze e servizi avanzati (ICT.P08.003.001) (Modulo)
• Institute for high performance computing and networking (ICAR) (Istituto)

Autore CNR

• AGNESE AUGELLO (Persona)
• GIOVANNI PILATO (Persona)

Insieme di parole chiave

• Parole chiave di "A Study on Classification Methods Applied to Sentiment Analysis" (Insieme di parole chiave)

Incoming links:

Prodotto

• Institute for high performance computing and networking (ICAR) (Istituto)
• F.A.C.I.L.E. - Framework ad agenti cognitivi per la gestione e fruizione intelligente di informazioni sensoriali, conoscenze e servizi avanzati (ICT.P08.003.001) (Modulo)

Autore CNR di

• GIOVANNI PILATO (Persona)
• AGNESE AUGELLO (Persona)

Insieme di parole chiave di

• Parole chiave di "A Study on Classification Methods Applied to Sentiment Analysis" (Insieme di parole chiave)