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Wikipedia is edited by volunteer editors around the world. Considering the large amount of existing content (e.g. over 5M articles in English Wikipedia), deciding what to edit next can be difficult, both for experienced users that usually…

信息检索 · 计算机科学 2020-09-25 Oleksii Moskalenko , Denis Parra , Diego Saez-Trumper

Wikipedia is the world's largest online encyclopedia, but maintaining article quality through collaboration is challenging. Wikipedia designed a quality scale, but with such a manual assessment process, many articles remain unassessed. We…

计算与语言 · 计算机科学 2023-10-04 Pedro Miguel Moás , Carla Teixeira Lopes

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…

计算机与社会 · 计算机科学 2024-04-11 Mo Houtti , Isaac Johnson , Morten Warncke-Wang , Loren Terveen

Wikipedia is a free Internet encyclopedia with an enormous amount of content. This encyclopedia is written by volunteers with various backgrounds in a collective fashion; anyone can access and edit most of the articles. This open-editing…

物理与社会 · 物理学 2016-01-26 Jinhyuk Yun , Sang Hoon Lee , Hawoong Jeong

Wiki articles are created and maintained by a crowd of editors, producing a continuous stream of reviews. Reviews can take the form of additions, reverts, or both. This crowdsourcing model is exposed to manipulation since neither reviews…

计算与语言 · 计算机科学 2024-05-29 Silvia García Méndez , Fátima Leal , Benedita Malheiro , Juan Carlos Burguillo Rial

The Thanks feature on Wikipedia, also known as "Thanks", is a tool with which editors can quickly and easily send one other positive feedback. The aim of this project is to better understand this feature: its scope, the characteristics of a…

计算机与社会 · 计算机科学 2019-03-11 Swati Goel , Ashton Anderson , Leila Zia

Much of work in semantic web relying on Wikipedia as the main source of knowledge often work on static snapshots of the dataset. The full history of Wikipedia revisions, while contains much more useful information, is still difficult to…

人工智能 · 计算机科学 2017-01-17 Tuan Tran , Tu Ngoc Nguyen

Data extracted from social media platforms, such as Twitter, are both large in scale and complex in nature, since they contain both unstructured text, as well as structured data, such as time stamps and interactions between users. A key…

社会与信息网络 · 计算机科学 2014-11-17 Donggeng Xia , Shawn Mankad , George Michailidis

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…

计算机与社会 · 计算机科学 2022-08-18 Mo Houtti , Isaac Johnson , Joel Cepeda , Soumya Khandelwal , Aviral Bhatnagar , Loren Terveen

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…

物理与社会 · 物理学 2023-01-05 Taha Yasseri , János Kertész

Nowadays, thanks to Web 2.0 technologies, people have the possibility to generate and spread contents on different social media in a very easy way. In this context, the evaluation of the quality of the information that is available online…

计算与语言 · 计算机科学 2018-12-10 Elias Bassani , Marco Viviani

Our paper explores contribution patterns of creativity and collaboration of Wikipedia editors as manifestations of social dynamics between the editors. We find support for existence of four socially constructed personas among the editors…

社会与信息网络 · 计算机科学 2015-02-19 Pentti Launonen , KC Kern , Sanna Tiilikainen

AI tools are increasingly deployed in community contexts. However, datasets used to evaluate AI are typically created by developers and annotators outside a given community, which can yield misleading conclusions about AI performance. How…

人机交互 · 计算机科学 2024-02-23 Tzu-Sheng Kuo , Aaron Halfaker , Zirui Cheng , Jiwoo Kim , Meng-Hsin Wu , Tongshuang Wu , Kenneth Holstein , Haiyi Zhu

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…

社会与信息网络 · 计算机科学 2021-11-03 Paramita Das , Bhanu Prakash Reddy Guda , Sasi Bhusan Seelaboyina , Soumya Sarkar , Animesh Mukherjee

Wikipedia is a prime example of today's value production in a collaborative environment. Using this example, we model the emergence, persistence and resolution of severe conflicts during collaboration by coupling opinion formation with…

物理与社会 · 物理学 2023-01-05 Gerardo Iñiguez , János Török , Taha Yasseri , Kimmo Kaski , János Kertész

This study presents a comparative analysis of 55 Wikipedia language editions employing a citation index alongside a synthetic quality measure. Specifically, we identified the most significant Wikipedia articles within distinct topical…

信息检索 · 计算机科学 2025-05-23 Włodzimierz Lewoniewski , Krzysztof Węcel , Witold Abramowicz

With this work, we present a publicly available dataset of the history of all the references (more than 55 million) ever used in the English Wikipedia until June 2019. We have applied a new method for identifying and monitoring references…

计算机与社会 · 计算机科学 2020-10-08 Olga Zagovora , Roberto Ulloa , Katrin Weller , Fabian Flöck

Problems for evaluation and impact of published scientific works and their authors are discussed. The role of citations in this process is pointed out. Different bibliometric indicators are reviewed in this connection and ways for…

物理与社会 · 物理学 2014-05-21 Bozhidar Z. Iliev

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…

信息检索 · 计算机科学 2007-05-23 Charles Robert , Ranmi Adigun

With over 60M articles, Wikipedia has become the largest platform for open and freely accessible knowledge. While it has more than 15B monthly visits, its content is believed to be inaccessible to many readers due to the lack of readability…

计算与语言 · 计算机科学 2024-06-05 Mykola Trokhymovych , Indira Sen , Martin Gerlach