Wikipedia Culture Gap: Quantifying Content Imbalances Across 40 Language Editions

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Wikipedia Culture Gap: Quantifying Content Imbalances Across 40 Language Editions
Authors
Marc Miquel-Ribé
David Laniado
Publication date
2018
DOI
10.3389/fdigh.2018.00012
Links
Original

Wikipedia Culture Gap: Quantifying Content Imbalances Across 40 Language Editions - scientific work related to Wikipedia quality published in 2018, written by Marc Miquel-Ribé and David Laniado.

Overview

The online encyclopedia Wikipedia is the largest general information repository created through collaborative efforts from all over the globe. Despite the project’s goal being to achieve the sum of human knowledge, there are strong content imbalances across the language editions. In order to quantify and investigate these imbalances, authors study the impact of cultural context in 40 language editions. To this purpose, authors developed a computational method to identify articles that can be related to the editors' cultural context associated to each Wikipedia language edition. Authors employed a combination of strategies taking into account geolocated articles, specific keywords and categories, as well as links between articles. Authors verified the method’s quality with manual assessment and found an average precision of 0.92 and an average recall of 0.95. The results show that about a quarter of each Wikipedia language edition is dedicated to represent the corresponding cultural context. Although a considerable part of this content was created during the first years of the project, its creation is sustained over time. An analysis of cross-language coverage of this content shows that most of it is unique in its original language, and reveals special links between cultural contexts; at the same time, it highlights gaps where the encyclopaedia could extend its content. The approach and findings presented in this study can help to foster participation and inter-cultural enrichment of Wikipedias. The datasets produced are made available for further research.

Embed

Wikipedia Quality

Miquel-Ribé, Marc; Laniado, David. (2018). "[[Wikipedia Culture Gap: Quantifying Content Imbalances Across 40 Language Editions]]". Frontiers. DOI: 10.3389/fdigh.2018.00012.

English Wikipedia

{{cite journal |last1=Miquel-Ribé |first1=Marc |last2=Laniado |first2=David |title=Wikipedia Culture Gap: Quantifying Content Imbalances Across 40 Language Editions |date=2018 |doi=10.3389/fdigh.2018.00012 |url=https://wikipediaquality.com/wiki/Wikipedia_Culture_Gap:_Quantifying_Content_Imbalances_Across_40_Language_Editions |journal=Frontiers}}

HTML

Miquel-Ribé, Marc; Laniado, David. (2018). &quot;<a href="https://wikipediaquality.com/wiki/Wikipedia_Culture_Gap:_Quantifying_Content_Imbalances_Across_40_Language_Editions">Wikipedia Culture Gap: Quantifying Content Imbalances Across 40 Language Editions</a>&quot;. Frontiers. DOI: 10.3389/fdigh.2018.00012.