Empirical studies about wikipedia
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Transcript of Empirical studies about wikipedia
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Dynamics of libre software communities
Introduction to empirical studies aboutcontributions to Wikipedia.
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1. Contextual framework
● Libre and open source software have been thoroughly studied.
● However, that is not the case for open contents creation.– Wikipedia is the most successful example of
libre contents creation projects.● A freely accessible and editable encyclopaedia.
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2. Wikipedia features
● Based on MediaWiki.
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2. Wikipedia features
● Embedded tools in MediaWiki.
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2. Wikipedia features
● Wiki style to add and update contents.– It supports multimedia contents, image
galleries, bibliography references, mathematical equations...
● Provide many templates for automatic arranging and indexing of contents.– Table of contents.– Archive pages.– Transcluded pages.
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2. Wikipedia features● Talk pages.
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2. Wikipedia features
● Everyone can edit contents.– Respect NPoV.– Provide sources. Do not use propietary
content.● http://en.wikipedia.org/wiki/Wikipedia:Annotated_article
– Trustworthy contents?● Nature magazine's study about accuracy of
Wikipiedia articles.
– Vandalism.– “Edit wars”.
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3. Main areas of study.
● We can study many aspects in Wikipedia.– General statistics and evolution in time.– Community related parameters and content
creation process.● Author's reputation.
– Article contents: mainly quality.– Content semantic...– Social networks...
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4. “Measuring Wikipedia”● By Jakob Voss.
– Focused on the German edition.– Exponential growth.– Articles' size ditribution --> tends to log-norm– Distinct authors/article
● Power law γ=2,7
– Distinct articles/author● Power law γ=1,5
– Edits/author● Power law γ=0,5
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4. “On the evolution of Wikipedia”
● By Almeida, Mozafari and Cho.– Revision and creation of articles.
● Follows a self-similar process.
– Number of articles contributed per user.● Decreasing over time.
– Time between edits to an article.● Power law distribution.
– Users tend to focus their contributions on a small set of articles.
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4. “Studying cooperation and conflicts...”
● By Viégas, Wattemberg and Dave.– Types of vandalism.
● Mass deletion, offensive copy, phony copy...● Half of mass deletions reverted within 3 mins.
– Visualization of negotiation process.● Edit wars --> zig-zag patterns.
– Contents of pages with at least 100 edits tend to grow linearly.
– Superb visualization tool-->History flow.
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4. “On the inequality of contributions...”
● Ortega, Gonzalez-Barahona and Robles.– Gini coefficients (tot. num. revisions).
● Between 0.925 and 0.963.● It tends to decrease as the number of authors and
the number of articles grow.
– Evolution in time of Gini coefficients.● Stabilized between 80-85% in the top-ten
language editions (last 2 years).
– Japanese language edition.● Outlier values --> deserves further investigation.