Automatically Assessing Wikipedia Article Quality by Exploiting Article-Editor Networks

@inproceedings{Li2015AutomaticallyAW,
  title={Automatically Assessing Wikipedia Article Quality by Exploiting Article-Editor Networks},
  author={Xinyi Li and Jintao Tang and Ting Wang and Zhunchen Luo and Maarten de Rijke},
  booktitle={ECIR},
  year={2015}
}
We consider the problem of automatically assessing Wikipedia article quality. We develop several models to rank articles by using the editing relations between articles and editors. First, we create a basic model by modeling the article-editor network. Then we design measures of an editor’s contribution and build weighted models that improve the ranking performance. Finally, we use a combination of featured article information and the weighted models to obtain the best performance. We find that… CONTINUE READING

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