Learning to Remove Internet Advertisements

@inproceedings{Kushmerick1999LearningTR,
  title={Learning to Remove Internet Advertisements},
  author={Nicholas Kushmerick},
  booktitle={Agents},
  year={1999}
}
ADEATER is a fully implemented browsing assistant that automatically removes advertisement images from Internet pages. Unlike related systems that rely on hand-crafted rules, ADEATER takes an inductive learning approach, automatically generating rules from training examples. Our experiments demonstrate that our approach is practical: the off-line training phase takes less than six minutes; on-line classification takes about 70 msec; and classification accuracy exceeds 97% given a modest set of… CONTINUE READING
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