The SMS Spam Filtering Based on Adaboost

Provided by: AICIT
Topic: Mobility
Format: PDF
In recent years, with the popularity and the rapid development of mobile communication technology and the rapid inflation of the online electronic information, mobile data and resources are presented in mass, and message is simple to use, cheap and strongly real-time, which greatly makes convenience for people's life. As there exists the problem that the SMS spam filtering effect of traditional single algorithm is not ideal, the authors put forward a SMS spam filtering way based on Adaboost and apply it to filter SMS spam after analysis and research. The experimental results show that this algorithm can effectively improve the accuracy of SMS spam filtering and the system performance.

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