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Badges are commonly used in online platforms as incentives for promoting contributions. It is widely accepted that badges "steer" people's behavior toward increasing their rate of contributions before obtaining the badge. This paper…

Machine Learning · Computer Science 2020-08-24 Nicholas Hoernle , Gregory Kehne , Ariel D. Procaccia , Kobi Gal

The wealth of information available through the Internet and social media is unprecedented. Within computing fields, websites such as Stack Overflow are considered important sources for users seeking solutions to their computing and…

Computation and Language · Computer Science 2024-04-24 Mohammad Al-Ramahi , Izzat Alsmadi , Abdullah Wahbeh

Scholars and practitioners across domains are increasingly concerned with algorithmic transparency and opacity, interrogating the values and assumptions embedded in automated, black-boxed systems, particularly in user-generated content…

Computers and Society · Computer Science 2017-10-03 R. Stuart Geiger

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

For a significant number of questions at Stack Overflow, none of the posted answers were accepted as solutions. Acceptance of an answer indicates that the answer actually solves the discussed problem in the question, and the question is…

Computers and Society · Computer Science 2018-07-09 Mohammad Masudur Rahman , Chanchal K. Roy

There is much debate on how public participation and expertise can be brought together in collaborative knowledge environments. One of the experiments addressing the issue directly is Citizendium. In seeking to harvest the strengths (and…

Digital Libraries · Computer Science 2010-08-25 Tom Morris , Daniel Mietchen

Large-scale quantitative analyses have shown that individuals frequently talk to each other about similar things in different online spaces. Why do these overlapping communities exist? We provide an answer grounded in the analysis of 20…

Social and Information Networks · Computer Science 2026-02-17 Nathan TeBlunthuis , Charles Kiene , Isabella Brown , Laura Alia Levi , Nicole McGinnis , Benjamin Mako Hill

Community Question Answering is the field of computational linguistics that deals with problems derived from the questions and answers posted to websites such as Quora or Stack Overflow. Among some of these problems we find the issue of…

Computation and Language · Computer Science 2022-12-05 Lucas Valentin

Stack Overflow is the most popular CQA for programmers on the web with 2.05M users, 5.1M questions and 9.4M answers. Stack Overflow has explicit, detailed guidelines on how to post questions and an ebullient moderation community. Despite…

Information Retrieval · Computer Science 2014-01-03 Denzil Correa , Ashish Sureka

Stack Overflow (SO) is the most popular online Q&A site for developers to share their expertise in solving programming issues. Given multiple answers to certain questions, developers may take the accepted answer, the answer from a person…

Software Engineering · Computer Science 2019-01-08 Mengsu Chen , Felix Fischer , Na Meng , Xiaoyin Wang , Jens Grossklags

Increasingly, software developers are using a wide array of social collaborative platforms for software development and learning. In this work, we examined the similarities in developer's interests within and across GitHub and Stack…

Social and Information Networks · Computer Science 2017-08-28 Roy Ka-Wei Lee , David Lo

Online knowledge communities (OKC) such as Stack Exchange, Reddit, and Zhihu have long functioned as socio technical infrastructures for collective problem solving. The rapid adoption of Generative AI (GenAI) introduces both complementarity…

Human-Computer Interaction · Computer Science 2026-03-31 Ching Christie Pang , Xuetong Wang , Yuk Hang Tsui , Pan Hui

Loyalty is an essential component of multi-community engagement. When users have the choice to engage with a variety of different communities, they often become loyal to just one, focusing on that community at the expense of others.…

Social and Information Networks · Computer Science 2017-05-25 William L. Hamilton , Justine Zhang , Cristian Danescu-Niculescu-Mizil , Dan Jurafsky , Jure Leskovec

Software engineering is knowledge-intensive and requires software developers to continually search for knowledge, often on community question answering platforms such as Stack Overflow. Such information sharing platforms do not exist in…

Software Engineering · Computer Science 2020-03-17 Sebastian Baltes , Christoph Treude , Martin P. Robillard

Web 2.0 is transforming the internet: Information consumers become information producers and consumers at the same time. In virtual places like Facebook, Youtube, discussion boards and weblogs diversificated topics, groups and issues are…

Computers and Society · Computer Science 2010-06-23 Andreas C. Sonnenbichler

We analyze 1,888 articles and 1,119,453 vaping posts to study how vaping is framed across multiple knowledge dissemination platforms (Wikipedia, Quora, Medium, Reddit, Stack Exchange, wikiHow). We use various NLP techniques to understand…

We used survival analysis to model user disengagement in three distinct questions-and-answering communities in this work. We used the complete historical data of {Politics, Data Science, Computer Science} Stack Exchange communities from…

Social and Information Networks · Computer Science 2022-03-30 Hassan Abedi Firouzjaei

Wikipedia is nowadays a widely used encyclopedia, and one of the most visible sites on the Internet. Its strong principle of collaborative work and free editing sometimes generates disputes due to disagreements between users. In this…

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

The dataset focuses on Wikipedia users and contains information about demographic and socioeconomic characteristics of the respondents and their activity on Wikipedia. The data was collected using a questionnaire available online between…

Computers and Society · Computer Science 2023-12-06 Caterina Cruciani , Léo Joubert , Nicolas Jullien , Laurent Mell , Sasha Piccione , Jeanne Vermeirsche

Success of Wikipedia would not be possible without the contributions of millions of anonymous Internet users who edit articles, correct mistakes, add links or pictures. At the same time Wikipedia editors are currently overworked and there…

Human-Computer Interaction · Computer Science 2017-07-03 Radoslaw Nielek , Marta Lutostanska , Wieslaw Kopec , Adam Wierzbicki