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Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages

Tran, Khoi-Nguyen; Christen, Peter; Sanner, Scott; Xie, Lexing

Description

The malicious modification of articles, termed vandalism, is a serious problem for open access encyclopedias such as Wikipedia. Wikipedia’s counter-vandalism bots and past vandalism detection research have greatly reduced the exposure and damage of common and obvious types of vandalism. However, there remains increasingly more sneaky types of vandalism that are clearly out of context of the sentence or article. In this paper, we propose a novel context-aware and cross-language vandalism...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Conference paper
URI: http://hdl.handle.net/1885/103768
Source: Efficient Interactive Training Selection for Large-Scale Entity Resolution
DOI: 10.1007/978-3-319-18038-0_30

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