The Virtuous Circle of Wikipedia: Recursive Measures of Collaboration Structures

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The Virtuous Circle of Wikipedia: Recursive Measures of Collaboration Structures
Authors
Maximilian Klein
Thomas Maillart
John Chuang
Publication date
2015
DOI
10.1145/2675133.2675286
Links
Original

The Virtuous Circle of Wikipedia: Recursive Measures of Collaboration Structures - scientific work related to Wikipedia quality published in 2015, written by Maximilian Klein, Thomas Maillart and John Chuang.

Overview

In open collaboration, knowledge is created and iteratively improved by a multitude of editors who freely choose what should be their contributions. The quality of knowledge artifacts (e.g. article, source code file) is deeply tied to their individual expertise, and to their ability to collaborate well. Conversely, the expertise of contributors is a function of artifacts contributed to. Building upon a large stream of literature on the measurement of article quality and contributor expertise, authors propose a recursive algorithm to measure how editor expertise influences the quality of articles, and how contributions to articles influence editor expertise. This bi-partite network random walker metric reveals the specific structure of cooperation and how the quality of articles is achieved through coordination. Authors show that while the wisdom of crowds is well pulled in some categories, more editors per article can also create disvalue.

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Wikipedia Quality

Klein, Maximilian; Maillart, Thomas; Chuang, John. (2015). "[[The Virtuous Circle of Wikipedia: Recursive Measures of Collaboration Structures]]".DOI: 10.1145/2675133.2675286.

English Wikipedia

{{cite journal |last1=Klein |first1=Maximilian |last2=Maillart |first2=Thomas |last3=Chuang |first3=John |title=The Virtuous Circle of Wikipedia: Recursive Measures of Collaboration Structures |date=2015 |doi=10.1145/2675133.2675286 |url=https://wikipediaquality.com/wiki/The_Virtuous_Circle_of_Wikipedia:_Recursive_Measures_of_Collaboration_Structures}}

HTML

Klein, Maximilian; Maillart, Thomas; Chuang, John. (2015). &quot;<a href="https://wikipediaquality.com/wiki/The_Virtuous_Circle_of_Wikipedia:_Recursive_Measures_of_Collaboration_Structures">The Virtuous Circle of Wikipedia: Recursive Measures of Collaboration Structures</a>&quot;.DOI: 10.1145/2675133.2675286.