Information presented in Wikipedia articles must be attributable to reliable published sources in the form of references. This study examines over 5 million Wikipedia articles to assess the reliability of references in multiple language editions. We quantify the cross-lingual patterns of the perennial sources list, a collection of reliability labels for web domains identified and collaboratively agreed upon by Wikipedia editors. We discover that some sources (or web domains) deemed untrustworthy in one language (i.e., English) continue to appear in articles in other languages. This trend is especially evident with sources tailored for smaller communities. Furthermore, non-authoritative sources found in the English version of a page tend to persist in other language versions of that page. We finally present a case study on the Chinese, Russian, and Swedish Wikipedias to demonstrate a discrepancy in reference reliability across cultures. Our finding highlights future challenges in coordinating global knowledge on source reliability.
@article{arxiv.2309.00196,
title = {A Comparative Study of Reference Reliability in Multiple Language Editions of Wikipedia},
author = {Aitolkyn Baigutanova and Diego Saez-Trumper and Miriam Redi and Meeyoung Cha and Pablo Aragón},
journal= {arXiv preprint arXiv:2309.00196},
year = {2023}
}
Comments
Conference on Information & Knowledge Management (CIKM '23)