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Advertising Test Filtering Method

Posted on:2016-11-05Degree:MasterType:Thesis
Country:ChinaCandidate:M WangFull Text:PDF
GTID:2308330461980956Subject:Computer technology
Abstract/Summary:PDF Full Text Request
With the rapid development of mobile communication technology, mobile phone penetration rate is rapid growth. This makes the usage increased rapidly at the same time, spam messages are rapidly increasing. Because text messages using convenient, cheap, reliable, fast and other characteristics, has become a major means of communication. In the provision of low cost and convenient services, SMS spam has become a pornographic, commercial fraud, and commercial advertising and other bad information breeding grounds, seriously interfere with the normal life of people. So the research and design an effective SMS spam filtering system has very important practical significance.The following main work done in this paper:1, the research on search keywords in application in SMS spam filtering system algorithm, based on the characteristics of spam messages, speed up the search;2, the main text classification technology is analyzed, the bayesian classification filtering technology application;3, using analysis method of sampling filter spam messages filtering, and extract the useful data, update the keywords library and classification the training sample, to realize system optimization, on the premise of guarantee the filtration accuracy, improve the efficiency of text filtering.
Keywords/Search Tags:spam messages, Text categorization, Bayesian, Chinese word segmentation, Black and white list, Sampling filter
PDF Full Text Request
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