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Modern society depends on the flow of information over online social networks, and users of popular platforms generate significant behavioral data about themselves and their social ties. However, it remains unclear what fundamental limits…

Physics and Society · Physics 2019-02-12 James P. Bagrow , Xipei Liu , Lewis Mitchell

A UK-based online questionnaire investigating aspects of usage of user-generated media (UGM), such as Facebook, LinkedIn and Twitter, attracted 587 participants. Results show a high degree of engagement with social networking media such as…

Social and Information Networks · Computer Science 2013-06-05 Kalina Bontcheva , Genevieve Gorrell , Bridgette Wessels

News consumption on social media has become ubiquitous, yet how different forms of engagement shape psychosocial outcomes remains unclear. To address this gap, we leveraged a large-scale dataset of ~26M posts and ~45M comments on the…

Social and Information Networks · Computer Science 2026-01-21 Olivia Pal , Agam Goyal , Eshwar Chandrasekharan , Koustuv Saha

Social media platforms are popular among higher education students and have seen increased usage for academic purposes, especially during the COVID-19 pandemic. However, excessive use of social media can negatively impact students' academic…

Computers and Society · Computer Science 2025-01-08 Jose M. Lukose , Abayomi O. Agbeyangi

The inhibiting effects of information overload on the behavior of online social media users, can affect the population-level characteristics of information dissemination through online conversations. We introduce a mechanistic, agent-based…

Social and Information Networks · Computer Science 2020-02-26 Chathika Gunaratne , Nisha Baral , William Rand , Ivan Garibay , Chathura Jayalath , Chathurani Senevirathna

This workshop paper reports on an ongoing mixed-methods study on the two arguably most popular social network sites, Facebook and Twitter, for the same users. The overarching goal of the study is to shed light into the nuances of social…

Social and Information Networks · Computer Science 2020-11-30 Tasos Spiliotopoulos , Ian Oakley

Smartphone users often regret aspects of their phone use, especially social media use. However, pinpointing specific ways in which the design of an interface contributes to regrettable use can be challenging due to the complexity of social…

Human-Computer Interaction · Computer Science 2025-03-06 Longjie Guo , Yue Fu , Xiran Lin , Xuhai "Orson" Xu , Yung-Ju Chang , Alexis Hiniker

Social media platforms continue to change our digital relationships nowadays. Therefore, recognizing the complex consequences of infinite scrolling is essential. This paper explores two distinct angles of social media engagement: mindless…

Human-Computer Interaction · Computer Science 2025-04-15 Sanzana Karim Lora , Sadia Afrin Purba , Bushra Hossain , Tanjina Oriana , Ashek Seum , Sadia Sharmin

Social media presents an opportunity for people to share content that they find to be significant, funny, or notable. No single piece of content will appeal to all users, but are there systematic variations between users that can help us…

Social and Information Networks · Computer Science 2016-09-02 Nathan O. Hodas , Ryan Butner , Court Corley

Unlike traditional media, social media typically provides quantified metrics of how many users have engaged with each piece of content. Some have argued that the presence of these cues promotes the spread of misinformation. Here we…

Social and Information Networks · Computer Science 2022-07-18 Ziv Epstein , Hause Lin , Gordon Pennycook , David Rand

Most individuals in social networks experience a so-called Friendship Paradox: they are less popular than their friends on average. This effect may explain recent findings that widespread social network media use leads to reduced happiness.…

Social and Information Networks · Computer Science 2016-02-09 Johan Bollen , Bruno Gonçalves , Ingrid van de Leemput , Guangchen Ruan

Feld's friendship paradox states that "your friends have more friends than you, on average." This paradox arises because extremely popular people, despite being rare, are overrepresented when averaging over friends. Using a sample of the…

Social and Information Networks · Computer Science 2013-04-15 Nathan O. Hodas , Farshad Kooti , Kristina Lerman

Information overload has become an ubiquitous problem in modern society. Social media users and microbloggers receive an endless flow of information, often at a rate far higher than their cognitive abilities to process the information. In…

Social and Information Networks · Computer Science 2014-03-28 Manuel Gomez Rodriguez , Krishna Gummadi , Bernhard Schoelkopf

Loneliness has reached epidemic proportions globally, posing serious risks to mental and physical health. As social media platforms increasingly mediate social interaction, understanding their relationship with loneliness has become urgent.…

Human-Computer Interaction · Computer Science 2025-10-09 Yajing Wang , Talayeh Aledavood , Juhi Kulshrestha

The relationship between digital media use and mental health remains poorly understood, in part because real-world digital behavior is rarely captured at scale. This intensive longitudinal study tracked participants' complete natural…

Human-Computer Interaction · Computer Science 2026-03-17 Christopher A. Kelly , Yikun Chi , Nicholas Haber , Byron Reeves , Mu-Jung Cho , Thomas N. Robinson , Nilam Ram , Johannes C. Eichstaedt

The number of social media sites have increased exponentially with new ones cashing in on the weaknesses of older ones and others going beyond community guidelines by offering uncensored content. The vendors of these platforms in order to…

Computers and Society · Computer Science 2021-03-15 Comfort Olebara , Obianuju Ezugwu , Adaora Obayi , Deborah Ebem , Ujunwa Mbgoh , Elochukwu Ukwandu

Social media captures examples of people's behaviors, actions, beliefs, and sentiments. As a result, it can be a valuable source of information and inspiration for HCI research and design. Social media technologies can improve, inform, and…

Human-Computer Interaction · Computer Science 2022-05-10 Morva Saaty , Jaitun V. Patel , Derek Haqq , Timothy L. Stelter , D. Scott McCrickard

Among the general population, students are especially sensitive to social media and smartphones because of their pervasiveness. Several studies have shown that there is a negative correlation between social media and academic performance…

Computers and Society · Computer Science 2020-06-29 Fausto Giunchiglia , Mattia Zeni , Elisa Gobbi , Enrico Bignotti , Ivano Bison

While many people use social network sites to connect with friends and family, some feel that their use is problematic, seriously affecting their sleep, work, or life. Pairing a survey of 20,000 Facebook users measuring perceptions of…

Human-Computer Interaction · Computer Science 2019-05-07 Justin Cheng , Moira Burke , Elena Goetz Davis

Social networks offer users new means of accessing information, essentially relying on "social filtering", i.e. propagation and filtering of information by social contacts. The sheer amount of data flowing in these networks, combined with…

Social and Information Networks · Computer Science 2015-03-03 Nidhi Hegde , Laurent Massoulié , Laurent Viennot
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