The Mechanism to detect spam emails inMarathi language using NLP
Onkar Vilas Bhanarkar · NORMA · 2020
Communication has increased extremely nowadays. Today’s generation considers email as the fastest medium of communication within a shorter duration and for longer distance. Spam is junk email or email which users do not want in their inbox. The English and Marathi languages are completely different. Hence, detecting spam emails in the Marathi language is difficult as general research in spam filtering in other languages will not apply to that in the Marathi language. Several methods exist for finding spam mails. These methods are broadly classified as context-based or non-context-based. Most of the algorithms and techniques that are used for Spam classification in English and other languages are discussed and evaluated from different researches in this paper. Moreover, we have developed a tool by machine learning techniques that are appropriate in the Marathi Language. In our work, we have performed spam detection for emails in the Marathi Language. Experimental results were compared with respect to different machine learning models for classification to suggest an optimal solution for this problem.