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Overview of the 1st International Competition on Wikipedia Vandalism Detection

Overview of the 1st International Competition on Wikipedia Vandalism Detection,Martin Potthast,Benno Stein,Teresa Holfeld

Overview of the 1st International Competition on Wikipedia Vandalism Detection   (Citations: 2)
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    • ...The first systematic review and organization of features was performed by Potthast et al. [24] as part of the vandalism detection competition associated with PAN 2010...
    • ...over 32,000 edits (some 2,400 vandalism), each labeled by 3 or more annotators from Amazon Mechanical Turk. See [24] for additional details...
    • ...in [24] due to our use of 10-fold cross validation over the entire PAN2010 corpus and differences in ML models (e.g., ADTree vs. Random Forest)...
    • ...We chose to use the features of [6] as being representative of a solution focused on Language (L) features due to its top-place performance in the PAN 2010 competition [24]...

    B. Thomas Adleret al. Wikipedia vandalism detection: Combining natural language, metadata, a...

    • ...6 , held in conjunction with CLEF 2010 [17]...
    • ...The rst systematic review and organization of features appears by Potthast et al. [17] as part of the PAN 2010 Evaluation Lab...
    • ...Figure extracted from the competition overview [17]...

    Santiago Moisés Mola-Velasco. Wikipedia vandalism detection

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