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Bridging content that brings together individuals with opposing viewpoints on social media remains elusive, overshadowed by echo chambers and toxic exchanges. We propose that algorithmic curation could surface such content by considering…

Social and Information Networks · Computer Science 2025-09-24 Ozgur Can Seckin , Bao Tran Truong , Alessandro Flammini , Filippo Menczer

The usage of non-authoritative data for disaster management presents the opportunity of accessing timely information that might not be available through other means, as well as the challenge of dealing with several layers of biases.…

Information Retrieval · Computer Science 2020-01-27 Valerio Lorini , Javier Rando , Diego Saez-Trumper , Carlos Castillo

In epistemic community, people are said to be selected on their knowledge contribution to the project (articles, codes, etc.) However, the socialization process is an important factor for inclusion, sustainability as a contributor, and…

Social and Information Networks · Computer Science 2015-01-08 Romain Picot-Clémente , Cécile Bothorel , Nicolas Jullien

User contributions in the form of posts, comments, and votes are essential to the success of online communities. However, allowing user participation also invites undesirable behavior such as trolling. In this paper, we characterize…

Social and Information Networks · Computer Science 2016-05-17 Justin Cheng , Cristian Danescu-Niculescu-Mizil , Jure Leskovec

A thermodynamic framework is presented to characterize the evolution of efficiency, order, and quality in social content production systems, and this framework is applied to the analysis of Wikipedia. Contributing editors are characterized…

Social and Information Networks · Computer Science 2012-04-18 Huan-Kai Peng , Ying Zhang , Peter Pirolli , Tad Hogg

Wikipedia is one of the most visited websites globally, yet its role beyond its own platform remains largely unexplored. In this paper, we present the first large-scale analysis of how Wikipedia is referenced across the Web. Using a dataset…

Social and Information Networks · Computer Science 2025-05-23 Veniamin Veselovsky , Tiziano Piccardi , Ashton Anderson , Robert West , Akhil Arora

For many people, Wikipedia represents one of the primary sources of knowledge about foreign cultures. Yet, different Wikipedia language editions offer different descriptions of cultural practices. Unveiling diverging representations of…

Social and Information Networks · Computer Science 2015-07-14 Paul Laufer , Claudia Wagner , Fabian Flöck , Markus Strohmaier

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

It is arguable whether history is made by great men and women or vice versa, but undoubtably social connections shape history. Analysing Wikipedia, a global collective memory place, we aim to understand how social links are recorded across…

Social and Information Networks · Computer Science 2012-07-05 Pablo Aragón , Andreas Kaltenbrunner , David Laniado , Yana Volkovich

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

Collaborations such as Wikipedia are a key part of the value of the modern Internet. At the same time there is concern that these collaborations are threatened by high levels of member turnover. In this paper we borrow ideas from topic…

Social and Information Networks · Computer Science 2014-07-30 Xiangju Qin , Derek Greene , Pádraig Cunningham

Multilingualism is common offline, but we have a more limited understanding of the ways multilingualism is displayed online and the roles that multilinguals play in the spread of content between speakers of different languages. We take a…

Social and Information Networks · Computer Science 2016-06-14 Suin Kim , Sungjoon Park , Scott A. Hale , Sooyoung Kim , Jeongmin Byun , Alice Oh

In this article we address the problem of text passage alignment across interlingual article pairs in Wikipedia. We develop methods that enable the identification and interlinking of text passages written in different languages and…

Computation and Language · Computer Science 2019-05-22 Simon Gottschalk , Elena Demidova

Online forums provide rich environments where users may post questions and comments about different topics. Understanding how people behave in online forums may shed light on the fundamental mechanisms by which collective thinking emerges…

Social and Information Networks · Computer Science 2020-06-05 Alexey N. Medvedev , Renaud Lambiotte , Jean-Charles Delvenne

As one of the richest sources of encyclopedic information on the Web, Wikipedia generates an enormous amount of traffic. In this paper, we study large-scale article access data of the English Wikipedia in order to compare articles with…

Social and Information Networks · Computer Science 2018-05-11 Dimitar Dimitrov , Florian Lemmerich , Fabian Flöck , Markus Strohmaier

Wikipedia is one of the most visited websites in the world and is also a frequent subject of scientific research. However, the analytical possibilities of Wikipedia information have not yet been analyzed considering at the same time both a…

Digital Libraries · Computer Science 2022-11-18 Wenceslao Arroyo-Machado , Daniel Torres-Salinas , Rodrigo Costas

The production and consumption of information about Bitcoin and other digital-, or 'crypto'-, currencies have grown together with their market capitalisation. However, a systematic investigation of the relationship between online attention…

Physics and Society · Physics 2020-05-22 Abeer ElBahrawy , Laura Alessandretti , Andrea Baronchelli

There are over a billion websites on the Internet that can potentially serve as sources of information on various topics. One of the most popular examples of such an online source is Wikipedia. This public knowledge base is co-edited by…

Information Retrieval · Computer Science 2022-05-02 Włodzimierz Lewoniewski , Krzysztof Węcel , Witold Abramowicz

Online user profiling is a very active research field, catalyzing great interest by both scientists and practitioners. In this paper, in particular, we look at approaches able to mine social media activities of users to create a rich user…

Information Retrieval · Computer Science 2018-09-27 Christian Torrero , Carlo Caprini , Daniele Miorandi

In an online social network, link recommendations are a way for users to discover relevant links to people they may know, thereby potentially increasing their engagement on the platform. However, the addition of links to a social network…

Social and Information Networks · Computer Science 2024-01-18 Yanbang Wang , Jon Kleinberg