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Understanding how various external campaigns or events affect readership on Wikipedia is important to efforts aimed at improving awareness and access to its content. In this paper, we consider how to build time-series models aimed at…

Computers and Society · Computer Science 2019-03-27 Xiaoxi Chelsy Xie , Isaac Johnson , Anne Gomez

Several studies have used Wikipedia (WP) data-set to analyse worldwide human preferences by languages. However, those studies could suffer from bias related to exceptional social circumstances. Any massive event promoting the exceptional…

Physics and Society · Physics 2022-05-17 Julien Assuied , Yérali Gandica

How do blogs cite and influence each other? How do such links evolve? Does the popularity of old blog posts drop exponentially with time? These are some of the questions that we address in this work. Our goal is to build a model that…

Physics and Society · Physics 2007-05-23 Jure Leskovec , Mary McGlohon , Christos Faloutsos , Natalie Glance , Matthew Hurst

In order to effectively analyze information regarding ongoing events that impact local communities across language and country borders, researchers often need to perform multilingual data analysis. This analysis can be particularly…

Computers and Society · Computer Science 2018-01-23 Simon Gottschalk , Elena Demidova , Viola Bernacchi , Richard Rogers

In this paper, we present a comprehensive analysis and monitoring framework for the impact of Large Language Models (LLMs) on Wikipedia, examining the evolution of Wikipedia through existing data and using simulations to explore potential…

Computation and Language · Computer Science 2026-03-03 Siming Huang , Yuliang Xu , Mingmeng Geng , Yao Wan , Dongping Chen

An important editing policy in Wikipedia is to provide citations for added statements in Wikipedia pages, where statements can be arbitrary pieces of text, ranging from a sentence to a paragraph. In many cases citations are either outdated…

Information Retrieval · Computer Science 2017-04-26 Besnik Fetahu , Katja Markert , Wolfgang Nejdl , Avishek Anand

We present a dataset that contains every instance of all tokens (~ words) ever written in undeleted, non-redirect English Wikipedia articles until October 2016, in total 13,545,349,787 instances. Each token is annotated with (i) the article…

Computation and Language · Computer Science 2017-03-27 Fabian Flöck , Kenan Erdogan , Maribel Acosta

Among the manifold takes on world literature, it is our goal to contribute to the discussion from a digital point of view by analyzing the representation of world literature in Wikipedia with its millions of articles in hundreds of…

Information Retrieval · Computer Science 2017-01-05 Christoph Hube , Frank Fischer , Robert Jäschke , Gerhard Lauer , Mads Rosendahl Thomsen

While Wikipedia exists in 287 languages, its content is unevenly distributed among them. In this work, we investigate the generation of open domain Wikipedia summaries in underserved languages using structured data from Wikidata. To this…

Computation and Language · Computer Science 2018-05-01 Lucie-Aimée Kaffee , Hady Elsahar , Pavlos Vougiouklis , Christophe Gravier , Frédérique Laforest , Jonathon Hare , Elena Simperl

We propose a simple, yet effective, approach towards inducing multilingual taxonomies from Wikipedia. Given an English taxonomy, our approach leverages the interlanguage links of Wikipedia followed by character-level classifiers to induce…

Computation and Language · Computer Science 2017-09-13 Amit Gupta , Rémi Lebret , Hamza Harkous , Karl Aberer

Wikidata is one of the most edited knowledge bases which contains structured data. It serves as the data source for many projects in the Wikimedia sphere and beyond. Since its inception in October 2012, it has been increasingly growing in…

Digital Libraries · Computer Science 2019-11-19 Mariam Farda-Sarbas , Claudia Müller-Birn

This study explores language's fragmenting effect on user-generated content by examining the diversity of knowledge representations across 25 different Wikipedia language editions. This diversity is measured at two levels: the concepts that…

Computation and Language · Computer Science 2019-04-04 B. Hecht , D. Gergle

Since its inception six years ago, the online encyclopedia Wikipedia has accumulated 6.40 million articles and 250 million edits, contributed in a predominantly undirected and haphazard fashion by 5.77 million unvetted volunteers. Despite…

Digital Libraries · Computer Science 2007-05-23 Dennis M. Wilkinson , Bernardo A. Huberman

Wikipedia is a community-created encyclopedia that contains information about notable people from different countries, epochs and disciplines and aims to document the world's knowledge from a neutral point of view. However, the narrow…

Computers and Society · Computer Science 2015-03-25 Claudia Wagner , David Garcia , Mohsen Jadidi , Markus Strohmaier

Wikipedia, in its role as the world's largest encyclopedia, serves a broad range of information needs. Although previous studies have noted that Wikipedia users' information needs vary throughout the day, there is to date no large-scale,…

Computers and Society · Computer Science 2024-11-26 Tiziano Piccardi , Martin Gerlach , Robert West

Hyperlinks constitute the backbone of the Web; they enable user navigation, information discovery, content ranking, and many other crucial services on the Internet. In particular, hyperlinks found within Wikipedia allow the readers to…

Computers and Society · Computer Science 2021-06-01 Martin Gerlach , Marshall Miller , Rita Ho , Kosta Harlan , Djellel Difallah

To cope with the large number of publications, more and more researchers are automatically extracting data of interest using natural language processing methods based on supervised learning. Much data, especially in the natural and…

Computation and Language · Computer Science 2025-03-19 Jan Göpfert , Patrick Kuckertz , Jann M. Weinand , Detlef Stolten

We introduce MegaWika 2, a large, multilingual dataset of Wikipedia articles with their citations and scraped web sources; articles are represented in a rich data structure, and scraped source texts are stored inline with precise character…

Digital Libraries · Computer Science 2025-08-07 Samuel Barham , Chandler May , Benjamin Van Durme

Wikipedia entity pages are a valuable source of information for direct consumption and for knowledge-base construction, update and maintenance. Facts in these entity pages are typically supported by references. Recent studies show that as…

Information Retrieval · Computer Science 2017-03-31 Besnik Fetahu , Katja Markert , Avishek Anand

Wikipedia serves as a key infrastructure for public access to scientific knowledge, but it faces challenges in maintaining the credibility of cited sources--especially when scientific papers are retracted. This paper investigates how…

Human-Computer Interaction · Computer Science 2026-01-27 Haohan Shi , Yulin Yu , Daniel M. Romero , Emőke-Ágnes Horvát
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