Spam Mail Detection using Naive Bayes method with Apache Spark

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dc.authoridAYDOGAN, Murat/0000-0002-6876-6454
dc.authoridKarci, Ali/0000-0002-8489-8617
dc.authorwosidAYDOGAN, Murat/ABF-7251-2020
dc.authorwosidKARCI, Ali/A-9604-2019
dc.authorwosidKarci, Ali/AAG-5337-2019
dc.contributor.authorAydogan, Murat
dc.contributor.authorKarci, Ali
dc.date.accessioned2024-08-04T20:45:50Z
dc.date.available2024-08-04T20:45:50Z
dc.date.issued2018
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 28-30, 2018 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractSignificant progress has been made in internet technologies with great progress in information infrastructure and in parallel, the amount of data produced has reached incredible dimensions. Nowadays, storage and processing of this data is the most important big data problem. In recent years new technologies have been developed in this study area. The Apache Spark project is considered one of the most important of these Technologies. In this study, a classification application was devoloped on Apache Spark using the Naive Bayes method which machine learning libraries of Apache Spark A data set including of mails labeled as Spam and Not Spam was analyzed using Apache Spark and a classification application with a high accuracy ratio was performed. The performance of Apache Spark is quite different compared to other platforms that are most used in data analysis.en_US
dc.description.sponsorshipInonu Univ, Comp Sci Dept,IEEE Turkey Sect,Anatolian Scien_US
dc.identifier.isbn978-1-5386-6878-8
dc.identifier.scopus2-s2.0-85062552317en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/11616/98705
dc.identifier.wosWOS:000458717400018en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2018 International Conference on Artificial Intelligence and Data Processing (Idap)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBig dataen_US
dc.subjectApache Sparken_US
dc.subjectClassificationen_US
dc.titleSpam Mail Detection using Naive Bayes method with Apache Sparken_US
dc.typeConference Objecten_US

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