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Writing Wikipedia with a neutral point of view is one of the five pillars of Wikipedia. Although the topic is core to Wikipedia, it is relatively understudied considering hundreds of research studies are published annually about the…

Computers and Society · Computer Science 2025-10-27 Isaac Johnson , Yu-Ming Liou , Jacob Rogers , Aaron Shaw , Leila Zia

We conducted a global comparative analysis of the coverage of American topics in different language versions of Wikipedia, using over 90 million Wikidata items and 40 million Wikipedia articles in 58 languages. Our study aimed to…

Information Retrieval · Computer Science 2023-07-28 Piotr Konieczny , Włodzimierz Lewoniewski

Wikipedia -- like most peer production communities -- suffers from a basic problem: the amount of work that needs to be done (articles to be created and improved) exceeds the available resources (editor effort). Recommender systems have…

Computers and Society · Computer Science 2022-08-18 Mo Houtti , Isaac Johnson , Joel Cepeda , Soumya Khandelwal , Aviral Bhatnagar , Loren Terveen

The Wikipedia is a web portal created by users and its simplicity, references and also the inclusion as insets introductory paragraphs for their pages in Google search results have made it the go-to place to find out about current events or…

Social and Information Networks · Computer Science 2017-03-13 JJ Merelo-Guervós , Elena Merelo-Molina

This study provides an overview of science from the Wikipedia perspective. A methodology has been established for the analysis of how Wikipedia editors regard science through their references to scientific papers. The method of co-citation…

Digital Libraries · Computer Science 2020-02-12 Wenceslao Arroyo-Machado , Daniel Torres-Salinas , Enrique Herrera-Viedma , Esteban Romero-Frías

Wikidata is a collaborative knowledge graph which provides machine-readable structured data for Wikimedia projects including Wikipedia. Managed by a community of volunteers, it has grown to become the most edited Wikimedia project. However,…

Social and Information Networks · Computer Science 2025-06-11 Marisa Ripoll , Neal Reeves , Anelia Kurteva , Elena Simperl , Albert Meroño Peñuela , Klaus Diepold

Wikipedia is written in the wikitext markup language. When serving content, the MediaWiki software that powers Wikipedia parses wikitext to HTML, thereby inserting additional content by expanding macros (templates and mod-ules). Hence,…

Computers and Society · Computer Science 2020-04-22 Blagoj Mitrevski , Tiziano Piccardi , Robert West

We aim to investigate the influence of television on the web; if the influence is strong, a viral effect may be expected. In this paper, we focus on the Internet TV station and on Wikipedia use as exploratory behavior on the web. We…

Computers and Society · Computer Science 2019-03-06 Hiroshi Hayano , Masanori Takano , Soichiro Morishita , Mitsuo Yoshida , Kyoji Umemura

The last 30 years have seen the creation of a variety of electronic collaboration tools for science and business. Some of the best-known collaboration tools support text editing (e.g., wikis). Wikipedia's success shows that large-scale…

Databases · Computer Science 2009-06-05 Sylvie Noel , Daniel Lemire

Wikidata is currently the largest open knowledge graph on the web, encompassing over 120 million entities. It integrates data from various domain-specific databases and imports a substantial amount of content from Wikipedia, while also…

Computation and Language · Computer Science 2026-01-06 Shixiong Zhao , Hideaki Takeda

Wikidata is an open knowledge graph created, managed, and maintained collaboratively by a global community of volunteers. As it continues to grow, it faces substantial editor engagement challenges, including acquiring new editors to tackle…

Human-Computer Interaction · Computer Science 2022-12-06 Kholoud Alghamdi , Miaojing Shi , Elena Simperl

Wikipedia is playing an increasingly central role on the web,and the policies its contributors follow when sourcing and fact-checking content affect million of readers. Among these core guiding principles, verifiability policies have a…

Computers and Society · Computer Science 2019-03-01 Miriam Redi , Besnik Fetahu , Jonathan Morgan , Dario Taraborelli

We present, visualize and analyse the similarities and differences between the controversial topics related to "edit wars" identified in 10 different language versions of Wikipedia. After a brief review of the related work we describe the…

Physics and Society · Physics 2023-01-05 Taha Yasseri , Anselm Spoerri , Mark Graham , János Kertész

Generating factual, long-form text such as Wikipedia articles raises three key challenges: how to gather relevant evidence, how to structure information into well-formed text, and how to ensure that the generated text is factually correct.…

Computation and Language · Computer Science 2022-04-13 Angela Fan , Claire Gardent

Search engines increasingly display LLM-generated answers shown above organic links, shifting search from link lists to answer-first summaries. Publishers contend these summaries substitute for source pages and cannibalize traffic, while…

Computers and Society · Computer Science 2026-05-13 Mehrzad Khosravi , Hema Yoganarasimhan

The contextual information of Web images is investigated to address the issue of characterizing their content with semantic descriptors and therefore bridge the semantic gap, i.e. the gap between their automated low-level representation in…

Information Retrieval · Computer Science 2020-05-06 Fariza Fauzi , Mohammed Belkhatir

Wikipedia administrators are vital to the platform's success, performing over a million administrative actions annually. This multi-method study systematically analyzes adminship across 284 Wikipedia languages since 2018, revealing a…

Computers and Society · Computer Science 2026-01-29 Eli Asikin-Garmager , Yu-Ming Liou , Caroline Myrick , Claudia Lo , Diego Saez-Trumper , Leila Zia

The current work deals with the problem of attempting to predict the popularity of images before even being uploaded. This method is specifically focused on Flickr images. Social features of each image as well as that of the user who had…

Computer Vision and Pattern Recognition · Computer Science 2021-08-04 Amartya Dutta , Ferdous Ahmed Barbhuiya

A selection of intellectual goods produced by online communities - e.g. open source software or knowledge bases like Wikipedia - are in daily use by a broad audience, and thus their quality impacts the public at large. Yet, it is still…

Social and Information Networks · Computer Science 2021-07-09 Agnieszka Rychwalska , Szymon Talaga , Karolina Ziembowicz , Dariusz Jemielniak

We present a new concept - Wikiometrics - the derivation of metrics and indicators from Wikipedia. Wikipedia provides an accurate representation of the real world due to its size, structure, editing policy and popularity. We demonstrate an…

Digital Libraries · Computer Science 2016-01-11 Gilad Katz , Lior Rokach