Interpretable Classification of Wiki-Review Streams
Silvia García-Méndez,
Fátima Leal,
Benedita Malheiro
et al.
Abstract:Wiki articles are created and maintained by a crowd of editors, producing a continuous stream of reviews. Reviews can take the form of additions, reverts, or both. This crowdsourcing model is exposed to manipulation since neither reviews nor editors are automatically screened and purged. To protect articles against vandalism or damage, the stream of reviews can be mined to classify reviews and profile editors in real-time. The goal of this work is to anticipate and explain which reviews to revert. This way, ed… Show more
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