01.12.2019 | Original Article
Detecting pages to protect in Wikipedia across multiple languages
Erschienen in: Social Network Analysis and Mining | Ausgabe 1/2019
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Abstract
DePP
, on four different Wikipedia language versions: English, German, French, and Italian. Experimental results show that DePP
reaches at least 0.93 in both AUROC and average precision across the four languages and significantly outperforms baselines. Moreover, DePP
works well in a more realistic, unbalanced setting, that is, when unprotected pages are greatly outnumbered by protected pages, by achieving a good AUROC, a high recall and an average precision significantly higher than the baselines in all the settings and languages considered.