Overview of the 1st International Competition on Wikipedia Vandalism Detection

Abstract

This paper overviews 9 vandalism detectors that have been developed and evaluated within PAN'10. We start with a survey of 55 different kinds of fea- tures employed in the detectors. Then, the detectors' performances are evaluated in detail based on precision, recall, and the receiver operating characteristic. Fi- nally, we set up a meta detector that combines all detectors into one, which turns out to outperform even the best performing detector.

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