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Wikidata, like Wikipedia, is a knowledge base that anyone can edit. This open collaboration model is powerful in that it reduces barriers to participation and allows a large number of people to contribute. However, it exposes the knowledge…

Information Retrieval · Computer Science 2017-03-14 Amir Sarabadani , Aaron Halfaker , Dario Taraborelli

Wikipedia has been turned into an immensely popular crowd-sourced encyclopedia for information dissemination on numerous versatile topics in the form of subscription free content. It allows anyone to contribute so that the articles remain…

Social and Information Networks · Computer Science 2021-11-03 Paramita Das , Bhanu Prakash Reddy Guda , Sasi Bhusan Seelaboyina , Soumya Sarkar , Animesh Mukherjee

Wikipedia, a vast and continuously consulted knowledge base, faces significant challenges in maintaining up-to-date content due to its reliance on manual human editors. Inspired by the vision of continuous knowledge acquisition in NELL and…

Computation and Language · Computer Science 2025-08-07 Revanth Gangi Reddy , Tanay Dixit , Jiaxin Qin , Cheng Qian , Daniel Lee , Jiawei Han , Kevin Small , Xing Fan , Ruhi Sarikaya , Heng Ji

We present a new, efficient method for automatically detecting severe conflicts `edit wars' in Wikipedia and evaluate this method on six different language WPs. We discuss how the number of edits, reverts, the length of discussions, the…

Machine Learning · Statistics 2023-01-05 Róbert Sumi , Taha Yasseri , András Rung , András Kornai , János Kertész

The Wikipedia editors' community has been actively pursuing the intent of achieving gender equality. To that end, it is important to explore the historical evolution of underlying gender disparities in Wikipedia articles. This paper…

Computers and Society · Computer Science 2025-01-23 Yahya Yunus , Tianwa Chen , Gianluca Demartini

Automated content moderation for collaborative knowledge hubs like Wikipedia or Wikidata is an important yet challenging task due to multiple factors. In this paper, we construct a database of discussions happening around articles marked…

Computation and Language · Computer Science 2025-03-14 Hsuvas Borkakoty , Luis Espinosa-Anke

Peer production projects such as Wikipedia or open-source software development allow volunteers to collectively create knowledge based products. The inclusive nature of such projects poses difficult challenges for ensuring trustworthiness…

Computer Science and Game Theory · Computer Science 2014-02-05 S. Anand , Ofer Arazy , Narayan Mandayam , Oded Nov

Wikipedia can easily be justified as a behemoth, considering the sheer volume of content that is added or removed every minute to its several projects. This creates an immense scope, in the field of natural language processing towards…

Social and Information Networks · Computer Science 2019-06-12 Soumya Sarkar , Bhanu Prakash Reddy , Sandipan Sikdar , Animesh Mukherjee

A number of human activities exhibit a bursty pattern, namely periods of very high activity that are followed by rest periods. Records of this process generate time series of events whose inter-event times follow a probability distribution…

Peer production, such as the collaborative authoring of Wikipedia articles, involves both cooperation and competition between contributors, and we focus on the latter. As individuals, contributors compete to align Wikipedia articles with…

Computer Science and Game Theory · Computer Science 2021-05-18 Santhanakrishnan Anand , Ofer Arazy , Narayan B. Mandayam , Oded Nov

Wikipedia has high-quality articles on a variety of topics and has been used in diverse research areas. In this study, a method is presented for using Wikipedia's editor information to build recommender systems in various domains that…

Information Retrieval · Computer Science 2023-06-16 Katsuhiko Hayashi

Over the past 20 years, Wikipedia has gone from a rather outlandish idea to a major reference work, with more than 60 million articles across all languages, including nearly 7 million in English [Wiki01]. Around 27,000 of these articles…

History and Overview · Mathematics 2024-12-31 David Eppstein , Joel Brewster Lewis , Russ Woodroofe , XOR'easter

Wikipedia serves as a good example of how editors collaborate to form and maintain an article. The relationship between editors, derived from their sequence of editing activity, results in a directed network structure called the revision…

Social and Information Networks · Computer Science 2019-04-18 James R. Ashford , Liam D. Turner , Roger M. Whitaker , Alun Preece , Diane Felmlee , Don Towsley

Wikipedia, the largest encyclopedia ever created, is a global initiative driven by volunteer contributions. When the COVID-19 pandemic broke out and mobility restrictions ensued across the globe, it was unclear whether Wikipedia volunteers…

Computers and Society · Computer Science 2021-11-03 Thorsten Ruprechter , Manoel Horta Ribeiro , Tiago Santos , Florian Lemmerich , Markus Strohmaier , Robert West , Denis Helic

This article analyzes one month of edits to Wikipedia in order to examine the role of users editing multiple language editions (referred to as multilingual users). Such multilingual users may serve an important function in diffusing…

Computers and Society · Computer Science 2014-05-13 Scott A. Hale

The origin of non-Poissonian or bursty temporal patterns observed in various datasets for human social dynamics has been extensively studied, yet its understanding still remains incomplete. Considering the fact that humans are social…

Physics and Society · Physics 2021-08-04 Jeehye Choi , Takayuki Hiraoka , Hang-Hyun Jo

Success of planetary-scale online collaborative platforms such as Wikipedia is hinged on active and continued participation of its voluntary contributors. The phenomenal success of Wikipedia as a valued multilingual source of information is…

Social and Information Networks · Computer Science 2021-09-22 Paramita Das , Bhanu Prakash Reddy Guda , Debajit Chakraborty , Soumya Sarkar , Animesh Mukherjee

Wikidata is steadily becoming more central to Wikipedia, not just in maintaining interlanguage links, but in automated population of content within the articles themselves. It is not well understood, however, how widespread this…

Computers and Society · Computer Science 2020-11-03 Isaac Johnson

Gender imbalance in Wikipedia content is a known challenge which the editor community is actively addressing. The aim of this paper is to provide the Wikipedia community with instruments to estimate the magnitude of the problem for…

Computers and Society · Computer Science 2024-01-18 Hrishikesh Patel , Tianwa Chen , Ivano Bongiovanni , Gianluca Demartini

News article revision histories provide clues to narrative and factual evolution in news articles. To facilitate analysis of this evolution, we present the first publicly available dataset of news revision histories, NewsEdits. Our dataset…

Computation and Language · Computer Science 2022-06-16 Alexander Spangher , Xiang Ren , Jonathan May , Nanyun Peng