Publication:
Classification of Breaking News Taken From the Online News Sites

Simple item page
dc.authorscopusid22953804000
dc.authorscopusid56780339600
dc.authorscopusid55806658100
dc.contributor.authorKilic, E.
dc.contributor.authorTavus, M.R.
dc.contributor.authorKarhan, Z.
dc.date.accessioned2025-12-10T23:00:13Z
dc.date.issued2015
dc.departmentOndokuz Mayıs Üniversitesien_US
dc.department-temp[Kilic] Erdal, Bilgisayar Mühendisliʇi Bölümü, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Tavus] Mustafa Reşit, Bilgisayar Mühendisliʇi Bölümü, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Karhan] Zehra, Bilgisayar Mühendisliʇi Bölümü, Ondokuz Mayis Üniversitesi, Samsun, Turkeyen_US
dc.description.abstractIn this study, we aimed to provide access to the breaking news depending on the category to which the user wants. First, accessing to news in certain categories are provided from the news provider by using RSS (Really Simple Syndication). Preprocessing is implemented by cleaning xml tags and punctuation which can cause illusions before the content are obtained on datum. The features which can represent our classes in categories were determined by applying the methods in data mining for content after preprocessing phase. In the last step of process, Classification of category process is done by obtaining breaking news' content taken as online. In the phase of classification, Categorization were implemented with features which represent each category and by using C4.5i Naive Bayes and SMO (Sequential minimal optimization) functions, respectively. The performance rates in the usage methods and classification rates are shown in comparison. © 2015 IEEE.en_US
dc.identifier.doi10.1109/SIU.2015.7129834
dc.identifier.endpage366en_US
dc.identifier.isbn9781467373869
dc.identifier.scopus2-s2.0-84939168854
dc.identifier.scopusqualityN/A
dc.identifier.startpage363en_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2015.7129834
dc.identifier.urihttps://hdl.handle.net/20.500.12712/35282
dc.identifier.wosqualityN/A
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof-- 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 -- 2015-05-16 Through 2015-05-19 -- Malatya -- 113052en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectC4.5en_US
dc.subjectCategorization Newsen_US
dc.subjectNaive Bayesen_US
dc.subjectSMOen_US
dc.subjectText Miningen_US
dc.titleClassification of Breaking News Taken From the Online News Sitesen_US
dc.title.alternativeÇevrimiçi Haber Sitelerinden Çekilen Son Dakika Haberlerin Sınıflandırılmasıen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

Files

Collections

Scopus İndeksli Yayınlar Koleksiyonu