ANALYSIS OF DATA PRE-PROCESSING METHODS FOR SENTIMENT ANALYSIS OF REVIEWS

Basit Öğe Kaydı
dc.authoridOzel, Selma Ayse/0000-0001-9201-6349
dc.contributor.authorParlar, Tuba
dc.contributor.authorOzel, Selma Ayse
dc.contributor.authorSong, Fei
dc.date.accessioned2024-09-18T20:15:02Z
dc.date.available2024-09-18T20:15:02Z
dc.date.issued2019
dc.departmentHatay Mustafa Kemal Üniversitesien_US
dc.description.abstractThe goals of this study are to analyze the effects of data pre-processing methods for sentiment analysis and determine which of these pre-processing methods (and their combinations) are effective for English as well as for an agglutinative language like Turkish. We also try to answer the research question of whether there are any differences between agglutinative and non-agglutinative languages in terms of pre-processing methods for sentiment analysis. We find that the performance results for the English reviews are generally higher than those for the Turkish reviews due to the differences between the two languages in terms of vocabularies, writing styles, and agglutinative property of the Turkish language.en_US
dc.description.sponsorshipCukurova University Academic Research Project Unit [FDK-2015-3833]; Scientific and Technological Research Council of Turkey [TUBITAK 2214-A]en_US
dc.description.sponsorshipThe research presented in this paper was supported by Cukurova University Academic Research Project Unit (under Grant No. FDK-2015-3833) and the Scientific and Technological Research Council of Turkey (Scholarship TUBITAK 2214-A).en_US
dc.identifier.doi10.7494/csci.2019.20.1.3097
dc.identifier.endpage141en_US
dc.identifier.issn1508-2806
dc.identifier.issn2300-7036
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85064051612en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage123en_US
dc.identifier.urihttps://doi.org/10.7494/csci.2019.20.1.3097
dc.identifier.urihttps://hdl.handle.net/20.500.12483/9394
dc.identifier.volume20en_US
dc.identifier.wosWOS:000471746900006en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherAgh Univ Science & Technology Pressen_US
dc.relation.ispartofComputer Science-Aghen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectdata pre-processingen_US
dc.subjectfeature selectionen_US
dc.subjectsentiment analysisen_US
dc.subjecttext classificationen_US
dc.titleANALYSIS OF DATA PRE-PROCESSING METHODS FOR SENTIMENT ANALYSIS OF REVIEWSen_US
dc.typeArticleen_US

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim
İsim:
Tam Metin / Full Text
Boyut:
533.26 KB
Biçim:
Adobe Portable Document Format
İndir

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu