A Review On Open Data Repositories For Email Spam And Pre-Processing Methods

Library Herald Year : 2018, Volume : 56, Issue : 1 First page : ( 3) Last page : ( 10) Print ISSN : 0024-2292. Online ISSN : 0976-2469. Article DOI : 10.5958/0976-2469.2018.00001.5

A Review On Open Data Repositories For Email Spam And Pre-Processing Methods

Varghese Liny1, Jacob K Poulose2 1Information Scientist, Cochin University of Science and Technology, Email: liny@cusat.ac.in 2Professor(Rtd) Department of Computer Science, Cochin university of Science and Technology, Email: kpj@cusat.ac.in

Abstract

Email spam data is a set of tagged messages that have been collected for email Spam research. It contains spam messages and legitimate messages received in different inboxes. This paper reviews different datasets available as open data in various learning repositories. This review also covers different preprocessing techniques applied to the datasets before doing actual filtering/classification.

Keywords Spam filtering, open data repositories, dimensionality reduction.