Feature engineering for mobile (SMS) spam filtering
GV Cormack, JMG Hidalgo, EP Sánz - Proceedings of the 30th annual …, 2007 - dl.acm.org
GV Cormack, JMG Hidalgo, EP Sánz
Proceedings of the 30th annual international ACM SIGIR conference on …, 2007•dl.acm.orgMobile spam in an increasing threat that may be addressed using filtering systems like those
employed against email spam. We believe that email filtering techniques require some
adaptation to reach good levels of performance on SMS spam, especially regarding
message representation. In order to test this assumption, we have performed experiments
on SMS filtering using top performing email spam filters on mobile spam messages using a
suitable feature representation, with results supporting our hypothesis.
employed against email spam. We believe that email filtering techniques require some
adaptation to reach good levels of performance on SMS spam, especially regarding
message representation. In order to test this assumption, we have performed experiments
on SMS filtering using top performing email spam filters on mobile spam messages using a
suitable feature representation, with results supporting our hypothesis.
Mobile spam in an increasing threat that may be addressed using filtering systems like those employed against email spam. We believe that email filtering techniques require some adaptation to reach good levels of performance on SMS spam, especially regarding message representation. In order to test this assumption, we have performed experiments on SMS filtering using top performing email spam filters on mobile spam messages using a suitable feature representation, with results supporting our hypothesis.
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