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Communicating about some vital topics -- such as sexuality and health -- is treated as taboo and subjected to censorship. How can we construct knowledge about these topics? Wikipedia is home to numerous high-quality knowledge artifacts…

Computers and Society · Computer Science 2026-03-10 Kaylea Champion , Benjamin Mako Hill

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

Peer production platforms like Wikipedia commonly suffer from content gaps. Prior research suggests recommender systems can help solve this problem, by guiding editors towards underrepresented topics. However, it remains unclear whether…

Computers and Society · Computer Science 2024-04-11 Mo Houtti , Isaac Johnson , Morten Warncke-Wang , Loren Terveen

Wikipedia and many User-Generated Content (UGC) communities are known for producing reliable, quality content, but also for being vulnerable to false or misleading information. Previous work has shown that many hoaxes on Wikipedia go…

Computers and Society · Computer Science 2023-02-20 Anis Elebiary , Giovanni Luca Ciampaglia

Peer produced goods such as online knowledge bases and free/libre open source software rely on contributors who often choose their tasks regardless of consumer needs. These goods are susceptible to underproduction: when popular goods are…

Human-Computer Interaction · Computer Science 2025-05-01 Kaylea Champion , Benjamin Mako Hill

By choice or by necessity, some contributors to commons-based peer production sites use privacy-protecting services to remain anonymous. As anonymity seekers, users of the Tor network have been cast both as ill-intentioned vandals and as…

Computers and Society · Computer Science 2021-09-06 Kaylea Champion , Nora McDonald , Stephanie Bankes , Joseph Zhang , Rachel Greenstadt , Andrea Forte , Benjamin Mako Hill

We review some recent endeavors and add some new results to characterize and understand underlying mechanisms in Wikipedia (WP), the paradigmatic example of collaborative value production. We analyzed the statistics of editorial activity in…

Physics and Society · Physics 2023-01-05 Taha Yasseri , János Kertész

The Internet has provided us with great opportunities for large scale collaborative public good projects. Wikipedia is a predominant example of such projects where conflicts emerge and get resolved through bottom-up mechanisms leading to…

Physics and Society · Physics 2017-06-30 Csilla Rudas , Olivér Surányi , Taha Yasseri , János Török

Wikipedia articles about places, OpenStreetMap features, and other forms of peer-produced content have become critical sources of geographic knowledge for humans and intelligent technologies. In this paper, we explore the effectiveness of…

Human-Computer Interaction · Computer Science 2019-08-30 Isaac Johnson , Allen Yilun Lin , Toby Jia-Jun Li , Andrew Hall , Aaron Halfaker , Johannes Schöning , Brent Hecht

Online IR tools have to take into account new phenomena linked to the appearance of blogs, wiki and other collaborative publications. Among these collaborative sites, Wikipedia represents a crucial source of information. However, the…

Information Retrieval · Computer Science 2008-12-18 Bernard Jacquemin , Aurélien Lauf , Céline Poudat , Martine Hurault-Plantet , Nicolas Auray

Online communities, like Wikipedia, produce valuable public information goods. Whereas some of these communities require would-be contributors to create accounts, many do not. Does this requirement catalyze cooperation or inhibit…

Computers and Society · Computer Science 2021-11-23 Benjamin Mako Hill , Aaron Shaw

For peer production communities to be sustainable, they must attract and retain new contributors. Studies have identified social and technical barriers to entry and discovered some potential solutions, but these solutions have typically…

Human-Computer Interaction · Computer Science 2023-08-21 Morten Warncke-Wang , Rita Ho , Marshall Miller , Isaac Johnson

Online knowledge platforms such as Stack Overflow and Wikipedia rely on a large and diverse contributor community. Despite efforts to facilitate onboarding of new users, relatively few users become core contributors, suggesting the…

Computers and Society · Computer Science 2020-10-09 Timur Bachschi , Aniko Hannak , Florian Lemmerich , Johannes Wachs

Wikis can be considered as public domain knowledge sharing system. They provide opportunity for those who may not have the privilege to publish their thoughts through the traditional methods. They are one of the fastest growing systems of…

Information Retrieval · Computer Science 2007-05-23 Charles Robert , Ranmi Adigun

In this work, we study disagreements in discussions around Wikidata, an online knowledge community that builds the data backend of Wikipedia. Discussions are essential in collaborative work as they can increase contributor performance and…

Human-Computer Interaction · Computer Science 2025-05-20 Elisavet Koutsiana , Tushita Yadav , Nitisha Jain , Albert Meroño-Peñuela , Elena Simperl

Collaborative content creation inevitably reaches situations where different points of view lead to conflict. We focus on Wikipedia, the free encyclopedia anyone may edit, where disputes about content in controversial articles often reflect…

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

Wikipedia is a community-created online encyclopedia; arguably, it is the most popular and largest knowledge resource on the Internet. Thus, reliability and neutrality are of high importance for Wikipedia. Previous research [3] reveals…

Computers and Society · Computer Science 2017-02-06 Olga Zagovora

As the number of contributors to online peer-production systems grows, it becomes increasingly important to predict whether the edits that users make will eventually be beneficial to the project. Existing solutions either rely on a user…

Applications · Statistics 2018-07-06 Ali Batuhan Yardım , Victor Kristof , Lucas Maystre , Matthias Grossglauser

Commons-based peer production does seem to rest upon a paradox. Although users produce all contents, at the same time participation is commonly on a voluntary basis, and largely incentivized by achievement of project's goals. This means…

Physics and Society · Physics 2011-10-11 Giovanni Luca Ciampaglia
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