Spatio-Temporal Analysis of Wikipedia Metadata and the Stiki Anti-Vandalism Tool

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Spatio-Temporal Analysis of Wikipedia Metadata and the Stiki Anti-Vandalism Tool
Authors
Andrew G. West
Sampath Kannan
Insup Lee
Publication date
2010
DOI
10.1145/1832772.1832797
Links
Original

Spatio-Temporal Analysis of Wikipedia Metadata and the Stiki Anti-Vandalism Tool - scientific work related to Wikipedia quality published in 2010, written by Andrew G. West, Sampath Kannan and Insup Lee.

Overview

The bulk of Wikipedia anti-vandalism tools require natural language processing over the article or diff text. However, prior work demonstrated the feasibility of using spatio-temporal properties to locate malicious edits. STiki is a real-time, on-Wikipedia tool leveraging this technique. The associated poster reviews STiki's methodology and performance. Authors find competing anti-vandalism tools inhibit maximal performance. However, the tool proves particularly adept at mitigating long-term embedded vandalism. Further, its robust and language-independent nature make it well-suited for use in less-patrolled Wiki installations.

Embed

Wikipedia Quality

West, Andrew G.; Kannan, Sampath; Lee, Insup. (2010). "[[Spatio-Temporal Analysis of Wikipedia Metadata and the Stiki Anti-Vandalism Tool]]".DOI: 10.1145/1832772.1832797.

English Wikipedia

{{cite journal |last1=West |first1=Andrew G. |last2=Kannan |first2=Sampath |last3=Lee |first3=Insup |title=Spatio-Temporal Analysis of Wikipedia Metadata and the Stiki Anti-Vandalism Tool |date=2010 |doi=10.1145/1832772.1832797 |url=https://wikipediaquality.com/wiki/Spatio-Temporal_Analysis_of_Wikipedia_Metadata_and_the_Stiki_Anti-Vandalism_Tool}}

HTML

West, Andrew G.; Kannan, Sampath; Lee, Insup. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Spatio-Temporal_Analysis_of_Wikipedia_Metadata_and_the_Stiki_Anti-Vandalism_Tool">Spatio-Temporal Analysis of Wikipedia Metadata and the Stiki Anti-Vandalism Tool</a>&quot;.DOI: 10.1145/1832772.1832797.