Difference between revisions of "Overview of the 1St International Competition on Wikipedia Vandalism Detection"
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+ | | title = Overview of the 1St International Competition on Wikipedia Vandalism Detection | ||
+ | | date = 2010 | ||
+ | | authors = [[Martin Potthast]]<br />[[Benno Stein]]<br />[[Teresa Holfeld]] | ||
+ | | link = http://ceur-ws.org/Vol-1177/CLEF2011wn-PAN-PotthastEt2011b.pdf | ||
+ | | plink = https://www.researchgate.net/profile/Benno_Stein/publication/221160308_Overview_of_the_1st_International_Competition_on_Wikipedia_Vandalism_Detection/links/0deec5320e6c5d4394000000.pdf | ||
+ | }} | ||
'''Overview of the 1St International Competition on Wikipedia Vandalism Detection''' - scientific work related to [[Wikipedia quality]] published in 2010, written by [[Martin Potthast]], [[Benno Stein]] and [[Teresa Holfeld]]. | '''Overview of the 1St International Competition on Wikipedia Vandalism Detection''' - scientific work related to [[Wikipedia quality]] published in 2010, written by [[Martin Potthast]], [[Benno Stein]] and [[Teresa Holfeld]]. | ||
== Overview == | == Overview == | ||
This paper overviews 9 vandalism detectors that have been developed and evaluated within PAN'10. Authors 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, authors set up a meta detector that combines all detectors into one, which turns out to outperform even the best performing detector. | This paper overviews 9 vandalism detectors that have been developed and evaluated within PAN'10. Authors 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, authors set up a meta detector that combines all detectors into one, which turns out to outperform even the best performing detector. |
Revision as of 08:17, 24 June 2019
Authors | Martin Potthast Benno Stein Teresa Holfeld |
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Publication date | 2010 |
Links | Original Preprint |
Overview of the 1St International Competition on Wikipedia Vandalism Detection - scientific work related to Wikipedia quality published in 2010, written by Martin Potthast, Benno Stein and Teresa Holfeld.
Overview
This paper overviews 9 vandalism detectors that have been developed and evaluated within PAN'10. Authors 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, authors set up a meta detector that combines all detectors into one, which turns out to outperform even the best performing detector.