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Ontological semantics spam filters
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In: Theses and Dissertations Available from ProQuest (2009)
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Abstract:
E-mail fraud has become very prevalent in cyberspace and is currently a major technique utilized by cyber criminals to swindle victims. E-mail fraud is a category of spam or unsolicited bulk e-mail [1]. Spam filter research has been very active in combating e-mail spam. Spam filter research ranges from statistical methods for text categorization to newer methods of defining user preference ontologies to classify incoming e-mails. Much of these methods have limitations or an upper bound where they can be bypassed by simply misspelling, manipulating, or rephrasing the text. The research proposed in this composition utilizes a new technique that uses a very powerful tool known as ontological semantics. Ontological semantics gives direct access to the texts meaning, which in turn will help accurately classify and categorize unsolicited bulk e-mails. This study will provide insight on less effective current spam filter techniques and discuss their limitations compared to the proposed method of an ontological spam filter.
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Keyword:
Linguistics|Computer science
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URL: https://docs.lib.purdue.edu/dissertations/AAI1469810
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29 |
Do you want to come with?: A cross -dialectal, multi -field, variationist investigation of with as particle selected by motion verbs in the Minnesota dialect of English
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In: Theses and Dissertations Available from ProQuest (2008)
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32 |
The narrative joke: Conceptual structure and linguistic manifestation
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In: Theses and Dissertations Available from ProQuest (2007)
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33 |
The ontology of emotion
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In: Theses and Dissertations Available from ProQuest (2006)
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34 |
Towards a feminine ironic: Understanding irony in the oppositional discourse of women from the early modern and modern periods
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In: Theses and Dissertations Available from ProQuest (2006)
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Extending ontological semantics for the domain of tourism: The case of Egypt as a destination
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In: Theses and Dissertations Available from ProQuest (2005)
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36 |
Digital identity management domain for ontological semantics: Domain acquistion methodology and practice
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In: Theses and Dissertations Available from ProQuest (2005)
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Funny business: Verbal humor in business negotiation and the English-as-a-second -language speaker
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In: Theses and Dissertations Available from ProQuest (2005)
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38 |
A speech act approach to persuasion in *American and Arabic editorials
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In: Theses and Dissertations Available from ProQuest (2005)
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