Mining Team Characteristics to Predict Wikipedia Article Quality
Authors | Grace Gimon Betancourt Armando Segnini Carlos Trabuco Amira Rezgui Nicolas Jullien |
|---|---|
Publication date | 2016 |
ISBN | 978-145034451-7 |
DOI | 10.1145/2957792.2971802 |
Links |
Mining Team Characteristics to Predict Wikipedia Article Quality - scientific work about Wikipedia quality published in 2016, written by Grace Gimon Betancourt, Armando Segnini, Carlos Trabuco, Amira Rezgui and Nicolas Jullien.
Overview
In this study, authors were interested in studying which characteristics of virtual teams are good predictors for the quality of their production. The experiment involved obtaining the Spanish Wikipedia database dump and applying different data mining techniques suitable for large data sets to label the whole set of articles according to their quality (comparing them with the Featured/Good Articles, or FA/GA). Then authors created the attributes that describe the characteristics of the team who produced the articles and using decision tree methods, authors obtained the most relevant characteristics of the teams that produced FA/GA. The team's maximum efficiency and the total length of contribution are the most important predictors. This article contributes to the literature on virtual team organization. � 2016 ACM.
Embed
Wikipedia Quality
Betancourt, Grace Gimon; Segnini, Armando; Trabuco, Carlos; Rezgui, Amira; Jullien, Nicolas. (2016). "[[Mining Team Characteristics to Predict Wikipedia Article Quality]]". International Journal of Medical Informatics Volume 95, 1 November 2016, pp. 8-16. ISBN: 978-145034451-7. DOI: 10.1145/2957792.2971802.
English Wikipedia
{{cite journal |last1=Betancourt |first1=Grace Gimon |last2=Segnini |first2=Armando |last3=Trabuco |first3=Carlos |last4=Rezgui |first4=Amira |last5=Jullien |first5=Nicolas |title=Mining Team Characteristics to Predict Wikipedia Article Quality |date=2016 |isbn=978-145034451-7 |doi=10.1145/2957792.2971802 |url=https://wikipediaquality.com/wiki/Mining_Team_Characteristics_to_Predict_Wikipedia_Article_Quality |journal=International Journal of Medical Informatics Volume 95, 1 November 2016, pp. 8-16}}
HTML
Betancourt, Grace Gimon; Segnini, Armando; Trabuco, Carlos; Rezgui, Amira; Jullien, Nicolas. (2016). "<a href="https://wikipediaquality.com/wiki/Mining_Team_Characteristics_to_Predict_Wikipedia_Article_Quality">Mining Team Characteristics to Predict Wikipedia Article Quality</a>". International Journal of Medical Informatics Volume 95, 1 November 2016, pp. 8-16. ISBN: 978-145034451-7. DOI: 10.1145/2957792.2971802.
