SPONGY (SPam ONtoloGY): Email Classification Using Two-Level Dynamic Ontology
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چکیده
منابع مشابه
SPONGY (SPam ONtoloGY): Email Classification Using Two-Level Dynamic Ontology
Email is one of common communication methods between people on the Internet. However, the increase of email misuse/abuse has resulted in an increasing volume of spam emails over recent years. An experimental system has been designed and implemented with the hypothesis that this method would outperform existing techniques, and the experimental results showed that indeed the proposed ontology-bas...
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Email has become one of the fastest and most economical forms of communication. However, the increase of email users has resulted in the dramatic increase of spam emails during the past few years. As spammers always try to find a way to evade existing filters, new filters need to be developed to catch spam. Ontologies allow for machine-understandable semantics of data. It is important to share ...
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1 Dep. of Information Systems/Algoritmi, University of Minho, 4800-058 Guimarães, Portugal, [email protected] WWW home page: http://www3.dsi.uminho.pt/pcortez 2 Dep. of Informatics, University of Minho, 4710-059 Braga, Portugal, {pns, mrocha}@di.uminho.pt 3 Department of Electronic and Electrical Engineering, University College London, Torrington Place, WC1E 7JE, London, UK, [email protected]
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MOTIVATION The classification of proteins expressed by an organism is an important step in understanding the molecular biology of that organism. Traditionally, this classification has been performed by human experts. Human knowledge can recognise the functional properties that are sufficient to place an individual gene product into a particular protein family group. Automation of this task usua...
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ژورنال
عنوان ژورنال: The Scientific World Journal
سال: 2014
ISSN: 2356-6140,1537-744X
DOI: 10.1155/2014/414583