Spam Mail Detection using Naive Bayes method with Apache Spark
Küçük Resim Yok
Tarih
2018
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ieee
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Significant 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.
Açıklama
International Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 28-30, 2018 -- Inonu Univ, Malatya, TURKEY
Anahtar Kelimeler
Big data, Apache Spark, Classification
Kaynak
2018 International Conference on Artificial Intelligence and Data Processing (Idap)
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
