IJEBD (International Journal Of Entrepreneurship And Business Development)
Vol 6 No 6 (2023): November 2023

Implementation Of Natural Language Processing for Spam Email Detection in Outcome Based Education (OBE) Application

Diyasa, I Gede Susrama Mas (Unknown)



Article Info

Publish Date
30 Nov 2023

Abstract

The Natural Language Processing (NLP) approach has been proven to be effective in spam detection in e-mail because of its ability to process text and identify patterns and distinctive characteristics of spam e-mail. Methods in this NLP approach include data pre-processing, such as removing punctuation, irrelevant common words, tokenization, stemming, and others, as well as classification techniques such as Support Vector Classifier (SVC), Naive Bayes, and others. In testing various models, there is one model that shows the highest precision with the number 0.98. This study shows that the NLP approach provides better performance in spam detection compared to other methods. However, it is necessary to improve technology and develop more complex detection methods to improve the performance and accuracy of the email spam detection model

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Journal Info

Abbrev

ijebd

Publisher

Subject

Economics, Econometrics & Finance

Description

Focus and Scope IJEBD International Journal of Entrepreneurship and Business Development is an international, peer-reviewed journal publishing articles on all aspects of Entrepreneurship and Business Development. All accepted articles will be published on payment of an article-processing charge, and ...