LI Wen-bin, LIU Chun-nian, HUANG Jia-jin. Junk E-mail Filtering Method Based on Data Mining[J]. Journal of Beijing University of Technology, 2003, 29(2): 237-240. DOI: 10.3969/j.issn.0254-0037.2003.02.029
Citation:
LI Wen-bin, LIU Chun-nian, HUANG Jia-jin. Junk E-mail Filtering Method Based on Data Mining[J]. Journal of Beijing University of Technology, 2003, 29(2): 237-240. DOI: 10.3969/j.issn.0254-0037.2003.02.029
LI Wen-bin, LIU Chun-nian, HUANG Jia-jin. Junk E-mail Filtering Method Based on Data Mining[J]. Journal of Beijing University of Technology, 2003, 29(2): 237-240. DOI: 10.3969/j.issn.0254-0037.2003.02.029
Citation:
LI Wen-bin, LIU Chun-nian, HUANG Jia-jin. Junk E-mail Filtering Method Based on Data Mining[J]. Journal of Beijing University of Technology, 2003, 29(2): 237-240. DOI: 10.3969/j.issn.0254-0037.2003.02.029
The authors analyze the essence of some existing algorithms of junk E-mail filtering rules and give the way to represent an E-mail as a transaction. After the datasets are expressed as the transaction sets, the frequent feature sets can be mined from the datasets by means of FP-Tree algorithm. Finally, the problem about how to express the frequent feature sets as rules and how to apply the rules is also discussed.
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