Wikipedia: A quantitative analysis

http://libresoft.es/Members/jfelipe/thesis-wkp-quantanalysis (PDF)

Ortega Soto, Jos´e Felipe. M.S. in Telecommunications Engineering, Departamento de Sistemas
Telem´aticos y Computaci´on, Universidad Rey Juan Carlos, M´ostoles, Madrid, 2009. Wikipedia: A
quantitative analysis.

Abstract:

Presently, the Wikipedia project lodges the largest collaborative community ever known in the
history of mankind. Due to the large number of contributors, along with the amazing popularity level
of Wikipedia in the Web, it has soon become a topic of interest for researchers of many academic
disciplines. However, in spite of the increasing significance of Wikipedia in scholar publications over
the past years, we oftenly find studies concentrating either on very specific aspects of the project, or
else, on a specific language version.
As a result, there is a need of broadening the scope of previous research works to present a more
complete picture of the Wikipedia project, its community of contributors and the evolution of this
project over time. This doctoral thesis offers a quantitative analysis of the top ten language editions
of Wikipedia, from different perspectives. The main goal has been to trace the evolution in time
of key descriptive and organizational parameters of Wikipedia and its community of authors. The
analysis is focused on logged authors (those editors who created a personal account to participate in
the project). The comparative study encompasses general evolution parameters, a detailed analysis
of the inner social structure and stratification of the Wikipedia community of logged authors, a study
of the inequality level of contributions (among authors and articles), a demographic study of the
Wikipedia community and some basic metrics to analyze the quality of Wikipedia articles and the
trustworthiness level of individual authors. This work concludes with the study of the influence of the
main findings presented in this thesis for the future sustainability of Wikipedia in the following years.
The analysis of the inequality level of contributions over time, and the evolution of additional
key features identified in this thesis, reveals an untenable trend towards progressive increase of the
effort spent by the most active authors, as time passes by. This trend may eventually cause that these
authors will reach their upper limit in the number of revisions they can perform each month, thus
starting a decreasing trend in the number of monthly revisions, and an overall recession of the content
creation and reviewing process in Wikipedia. Finally, another important contribution for the research
community is WikiXRay, the software tool we have developed to perform the statistical analyses
included in this thesis. This tool completely automates the process of retrieving the database dumps
from theWikimedia public repositories, massaging it to obtain key metrics and descriptive parameters,
and loading them in a local database, ready to be used in empirical analyses.
As far as we know, this is the first research work implementing a comparative analysis, from an
quantitative point of view, of the top ten language editions of Wikipedia, presenting complementary
results from different research perspectives. Therefore, we expect that this contribution will help
the scientific community to enhance their understanding of the rich, complex and fascinating working
mechanisms and behavioral patterns of theWikipedia project and its community of authors. Likewise,
we hope thatWikiXRay will facilitate the hard task of developing empirical analyses on any language
version of the encyclopaedia, boosting in this way the number of comparative studies like this one in
many other scientific disciplines.


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