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Previous research has shown the existence of gender biases in the depiction of professions and occupations in search engine results. Such an unbalanced presentation might just as likely occur on Wikipedia, one of the most popular knowledge…

Computers and Society · Computer Science 2018-02-04 Olga Zagovora , Fabian Flöck , Claudia Wagner

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

Contributing to history has never been as easy as it is today. Anyone with access to the Web is able to play a part on Wikipedia, an open and free encyclopedia. Wikipedia, available in many languages, is one of the most visited websites in…

Social and Information Networks · Computer Science 2015-12-29 Eduardo Graells-Garrido , Mounia Lalmas , Filippo Menczer

Contributing to the writing of history has never been as easy as it is today thanks to Wikipedia, a community-created encyclopedia that aims to document the world's knowledge from a neutral point of view. Though everyone can participate it…

Social and Information Networks · Computer Science 2016-03-04 Claudia Wagner , Eduardo Graells-Garrido , David Garcia , Filippo Menczer

Wikipedia represents the largest and most popular source of encyclopedic knowledge in the world today, aiming to provide equal access to information worldwide. From a global online survey of 65,031 readers of Wikipedia and their…

Computers and Society · Computer Science 2020-07-22 Isaac Johnson , Florian Lemmerich , Diego Sáez-Trumper , Robert West , Markus Strohmaier , Leila Zia

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

Social biases on Wikipedia, a widely-read global platform, could greatly influence public opinion. While prior research has examined man/woman gender bias in biography articles, possible influences of other demographic attributes limit…

Computation and Language · Computer Science 2022-02-10 Anjalie Field , Chan Young Park , Kevin Z. Lin , Yulia Tsvetkov

Human activities can be seen as sequences of events, which are crucial to understanding societies. Disproportional event distribution for different demographic groups can manifest and amplify social stereotypes, and potentially jeopardize…

Computation and Language · Computer Science 2022-11-03 Jiao Sun , Nanyun Peng

The way Wikipedia's contributors think can influence how they describe individuals resulting in a bias based on gender. We use a machine learning model to prove that there is a difference in how women and men are portrayed on Wikipedia.…

Computers and Society · Computer Science 2022-11-15 Natalie Bolón Brun , Sofia Kypraiou , Natalia Gullón Altés , Irene Petlacalco Barrios

Different kinds of "gender gap" have been reported in different walks of the scientific life, almost always favouring male scientists over females. In this work, for the first time, we present a large-scale empirical analysis to ask whether…

Digital Libraries · Computer Science 2019-04-17 Menno H. Schellekens , Floris Holstege , Taha Yasseri

Communities on the web rely on open conversation forums for a number of tasks, including governance, information sharing, and decision making. However these forms of collective deliberation can often result in biased outcomes. A prime…

Human-Computer Interaction · Computer Science 2026-03-03 Khandaker Tasnim Huq , Giovanni Luca Ciampaglia

Media platforms, technological systems, and search engines act as conduits and gatekeepers for all kinds of information. They often influence, reflect, and reinforce gender stereotypes, including those that represent occupations. This study…

Computers and Society · Computer Science 2019-12-12 Vivek Singh , Mary Chayko , Raj Inamdar , Diana Floegel

Information availability affects people's behavior and perception of the world. Notably, people rely on search engines to satisfy their need for information. Search engines deliver results relevant to user requests usually without being or…

Information Retrieval · Computer Science 2021-10-19 Aldo Lipani , Florina Piroi , Emine Yilmaz

Algorithmic systems such as search engines and information retrieval platforms significantly influence academic visibility and the dissemination of knowledge. Despite assumptions of neutrality, these systems can reproduce or reinforce…

Information Retrieval · Computer Science 2025-08-11 Stefanie Urchs , Veronika Thurner , Matthias Aßenmacher , Ludwig Bothmann , Christian Heumann , Stephanie Thiemichen

In this study we investigate how quantification of Wikipedia biographies can shed light on worldwide longitudinal gender inequality trends. We present an academic index allowing comparative study of gender inequality through space and time,…

Computers and Society · Computer Science 2015-02-11 Maximilian Klein , Piotr Konieczny

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

Multi-modal search engines have experienced significant growth and widespread use in recent years, making them the second most common internet use. While search engine systems offer a range of services, the image search field has recently…

Information Retrieval · Computer Science 2023-08-23 Swagatika Dash

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

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

Wikipedia is the largest online encyclopedia: its open contribution policy allows everyone to edit and share their knowledge. A challenge of radical openness is that it facilitates introducing biased contents or perspectives in Wikipedia.…

Digital Libraries · Computer Science 2022-11-22 Puyu Yang , Giovanni Colavizza
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