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The IUP Journal of Systems Management
Identification of Hindi Words Used in Pornographic Unsolicited Bulk E-Mails
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E-mail has become a fast and cheap means of online communication. The main threat to e-mail is Unsolicited Bulk E-mail (UBE), commonly known as spam e-mail. The current work aims at identification of Hindi words in pornographic UBE. The motives of the paper are manifold. This is an attempt to better understand the UBE and its interplay with the regional language in the perspective of international spamming. The problem has been addressed by employing tokenization technique and Unigram BOW model. The current paper reports the first results on the identification of 87 Hindi words from more than 1,850 pornographic UBE analyzed by us. To the best of our knowledge, this is the first attempt to identify Hindi words in the corpus of pornographic UBE.

 
 

E-mail has become an efficient and popular communication mechanism as the number of Internet users has increased. It has provided both faster and cheaper forms of communication mechanism. But a large part of e-mail traffic consists of non-personal, non-time critical and unsolicited information. This type of e-mail is called Unsolicited Bulk E-mail (UBE) and is commonly known by various other synonymous names like spam e-mail, bulk e-mail, junk e-mail, unimportant e-mail and Unsolicited Commercial E-mail (UCE). E-mail spam is a subset of spam that involves nearly identical messages sent to numerous recipients by e-mail. According to Saini and Desai (2009), there are various types of UBE, like those dealing with financial transactions, viruses, chain letters, pornography and fake offers for jobs, medicines, etc.

Pornography or porn is defined as the portrayal of explicit sexual subject matter (Wikipedia Pornography, 2010). This portrayal may exhibit itself in either textual form or graphical form. In the current work, we have attempted to identify the usage of Hindi terms in pornographic spam e-mails. The target of the current work is, hence, to focus on pornographic UBE in textual format. This way, we have attempted to understand the spamming behavior as well as the usage of Hindi words in pornographic spamming. On the sidelines of the paper, we have also attempted to study the usage of non-dictionary or slang Hindi words in pornographic UBE. We believe that in the context of international spamming, the scope of Hindi spamming is regional and limited, as compared to the bulk of pornographic UBE in English roaming over the Internet.

 
 

Systems Management Journal, Unsolicited Bulk E-Mails, International Spamming, Pornographic Spam e-mails, Hindi Language in e-mails, Internet Slang, Slang Hindi Words, Tokenization, English Slang Words, Online Communication, Hindi Words Vector, Non-spam e-mails.