Profiling vandalism in Wikipedia: A Schauerian approach to justification
Ethics and Information Technology 18 (2):131-148 (2016)
Abstract
In order to fight massive vandalism the English- language Wikipedia has developed a system of surveillance which is carried out by humans and bots, supported by various tools. Central to the selection of edits for inspection is the process of using filters or profiles. Can this profiling be justified? On the basis of a careful reading of Frederick Schauer’s books about rules in general (1991) and profiling in particular (2003) I arrive at several conclusions. The effectiveness, efficiency, and risk-aversion of edit selection all greatly increase as a result. The argument for increasing predictability suggests making all details of profiling manifestly public. Also, a wider distribution of the more sophisticated anti-vandalism tools seems indicated. As to the specific dimensions used in profiling, several critical remarks are developed. When patrollers use ‘assisted edit- ing’ tools, severe ‘overuse’ of several features (anonymity, warned before) is a definite possibility, undermining profile efficacy. The easy remedy suggested is to render all of them invisible on the interfaces as displayed to patrollers. Finally, concerning not only assisted editing tools but tools against vandalism generally, it is argued that the anonymity feature is a sensitive category: anons have been in dispute for a long time (while being more prone to vandalism). Targeting them as a special category violates the social contract upon which Wikipedia is based. The feature is therefore a candidate for mandatory ‘underuse’: it should be banned from all anti-vandalism filters and profiling algorithms, and no longer be visible as a special edit trait.Author's Profile
DOI
10.1007/s10676-016-9399-8
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References found in this work
Playing by the Rules: A Philosophical Examination of Rule-Based Decision-Making in Law and in Life.Frederick Schauer - 1991 - Oxford University Press.
Racial Profiling.Mathias Risse & Richard Zeckhauser - 2004 - Philosophy and Public Affairs 32 (2):131-170.
Playing by the Rules: A Philosophical Examination of Rule-Based Decision-Making in Law and Life.William H. Wilcox - 1994 - Philosophical Review 103 (1):169.
NAVIGATING BETWEEN CHAOS AND BUREAUCRACY: BACKGROUNDING TRUST IN OPEN-CONTENT COMMUNITIES.Paul B. de Laat - 2012 - In Karl Aberer, Andreas Flache, Wander Jager, Ling Liu, Jie Tang & Christophe Guéret (eds.), 4th International Conference, SocInfo 2012, Lausanne, Switzerland, December 5-7, 2012. Proceedings. Springer.
The use of software tools and autonomous bots against vandalism: eroding Wikipedia’s moral order?Paul B. de Laat - 2015 - Ethics and Information Technology 17 (3):175-188.