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2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology
Baseline Semantic Spam Filtering
Lyon, France
August 22-August 27
ISBN: 978-0-7695-4513-4
| ASCII Text | x | ||
| Christian F. Hempelmann, Vikas Mehra, "Baseline Semantic Spam Filtering," Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on, vol. 3, pp. 273-276, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/WI-IAT.2011.133, author = {Christian F. Hempelmann and Vikas Mehra}, title = {Baseline Semantic Spam Filtering}, journal ={Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on}, volume = {3}, year = {2011}, isbn = {978-0-7695-4513-4}, pages = {273-276}, doi = {http://doi.ieeecomputersociety.org/10.1109/WI-IAT.2011.133}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on TI - Baseline Semantic Spam Filtering SN - 978-0-7695-4513-4 SP273 EP276 A1 - Christian F. Hempelmann, A1 - Vikas Mehra, PY - 2011 KW - spam filter KW - semantics KW - ontological semantics VL - 3 JA - Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on ER - | |||
This paper presents a meaning-based method to distinguish text without or with little semantic content from text that has meaning which can be processed. The basic method assumes that a semantic analyzer will be able to produce less output from semantically less grammatical input text. The method was pilot-tested on a corpus of blog spam. Future improvements, including a method to distinguish semantically unified from semantically disparate text are sketched. The tested method, but even more the projected improvements, open up the way to taking the spam filtering arms race to a new level that is very costly to spam producers.
Index Terms:
spam filter, semantics, ontological semantics
Citation:
Christian F. Hempelmann, Vikas Mehra, "Baseline Semantic Spam Filtering," wi-iat, vol. 3, pp.273-276, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011
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