This article briefl y describes the negative impact of spam messages on the community

and analyzes the shortcomings of current spam SMS management

proposed a new governance program based on big-data mining: fi rst

build user identifi cation system on spam messages

with random forest model

identifi cate the spam and implement effective governance

fi nally

by the use of the platform

we can manage the users of spam message more precise.