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Narratives can be powerful tools for inspiring action on pressing societal issues such as climate change. While social science theories offer frameworks for understanding the narratives that arise within collective movements, these are…

计算机与社会 · 计算机科学 2024-03-29 Arianna Pera , Luca Maria Aiello

Social media users share their ideas, thoughts, and emotions with other users. However, it is not clear how online users would respond to new research outcomes. This study aims to predict the nature of the emotions expressed by Twitter…

信息检索 · 计算机科学 2022-09-16 Murtuza Shahzad , Hamed Alhoori

Many recommender systems optimize a linear weighting of different user behaviors, such as clicks, likes, and shares. We analyze the optimal choice of weights from the perspectives of both users and content producers who strategically…

机器学习 · 计算机科学 2024-12-10 Smitha Milli , Emma Pierson , Nikhil Garg

Understanding the usage of multiple OSNs (Online Social Networks) has been of significant research interest as it helps in identifying the unique and distinguishing trait in each social media platform that contributes to its continued…

社会与信息网络 · 计算机科学 2016-03-10 Lydia Manikonda , Venkata Vamsikrishna Meduri , Subbarao Kambhampati

This paper focuses on the problem of scoring and ranking influential users of Instagram, a visual content sharing online social network (OSN). Instagram is the second largest OSN in the world with 700 million active Instagram accounts, 32%…

社会与信息网络 · 计算机科学 2018-06-05 Noam Segev , Noam Avigdor , Eytan Avigdor

This research investigates how people engage with data visualizations when commenting on the social platform Reddit. There has been considerable research on collaborative sensemaking with visualizations and the personal relation of people…

人机交互 · 计算机科学 2021-03-18 Tobias Kauer , Arran Ridley , Marian Dörk , Benjamin Bach

Social media is an appropriate source for analyzing public attitudes towards the COVID-19 vaccine and various brands. Nevertheless, there are few relevant studies. In the research, we collected tweet posts by the UK and US residents from…

计算与语言 · 计算机科学 2021-06-09 Tao Na , Wei Cheng , Dongming Li , Wanyu Lu , Hongjiang Li

There is a prevailing perception that content on a social media platform generally have the same political leaning. These platforms are often viewed as ideologically congruent entities, reflecting the majority opinion of their users; a…

社会与信息网络 · 计算机科学 2024-06-06 Chaitya Shah , Ritesh Konka , Gautam Malpani , Swapneel Mehta , Lynnette Hui Xian Ng

The popularization of the internet created a revitalized digital media. With monetization driven by clicks, journalists have reprioritized their content for the highly competitive atmosphere of online news. The resulting negativity bias is…

计算机与社会 · 计算机科学 2021-08-18 Saurav Kumar , Rushil Jayant , Nihaar Charagulla

Immigration is one of the most salient topics in public debate. Social media heavily influences opinions on immigration, often sparking polarized debates and offline tensions. Studying 220,870 immigration-related tweets in the UK, we…

社会与信息网络 · 计算机科学 2024-01-15 Andrea Nasuto , Francisco Rowe

A person's weight status can have profound implications on their life, ranging from mental health, to longevity, to financial income. At the societal level, "fat shaming" and other forms of "sizeism" are a growing concern, while increasing…

人机交互 · 计算机科学 2017-03-10 Enes Kocabey , Mustafa Camurcu , Ferda Ofli , Yusuf Aytar , Javier Marin , Antonio Torralba , Ingmar Weber

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…

This study presents a secondary data analysis of the survey data collected as part of the American Trends Panel series by the Pew Research Center. A logistic regression was performed to ascertain the effects of the perceived risk of…

社会与信息网络 · 计算机科学 2023-03-14 Kijung Lee

This paper studies marijuana-related tweets in social network Twitter. We collected more than 300,000 marijuana related tweets during November 2016 in our study. Our text-mining based algorithms and data analysis unveil some interesting…

社会与信息网络 · 计算机科学 2016-12-30 Anh Nguyen , Quang Hoang , Hung Nguyen , Dong Nguyen , Tuan Tran

For many European countries, in 2015 the refugee situation developed from a remote tragedy reported upon in the news to a situation they have to deal with in their own neighborhood. Driven by this observation, we investigated the…

社会与信息网络 · 计算机科学 2016-10-10 Asmelash Teka Hadgu , Kaweh Djafari Naini , Claudia Niederée

How popular a topic or an opinion appears to be in a network can be very different from its actual popularity. For example, in an online network of a social media platform, the number of people who mention a topic in their posts---i.e., its…

社会与信息网络 · 计算机科学 2020-03-25 Nazanin Alipourfard , Buddhika Nettasinghe , Andres Abeliuk , Vikram Krishnamurthy , Kristina Lerman

As teenagers increasingly turn to social media for health-related information, understanding the values of teen-targeted content has become important. Although videos on healthy lifestyles and self-improvement are gaining popularity on…

人机交互 · 计算机科学 2025-10-01 Kyuha Jung , Tyler Kim , Yunan Chen

An investigation, from a gender perspective, of how students view the ethical implications and societal effects of artificial intelligence is conducted, examining concepts that could have a big influence on how artificial intelligence may…

计算机与社会 · 计算机科学 2026-03-20 Tudor-Dan Mihoc , Manuela-Andreea Petrescu , Emilia-Loredana Pop

Considering the raising socio-economic burden of autism spectrum disorder (ASD), timely and evidence-driven public policy decision making and communication of the latest guidelines pertaining to the treatment and management of the disorder…

社会与信息网络 · 计算机科学 2015-06-02 Adham Beykikhoshk , Ognjen Arandjelovic , Dinh Phung , Svetha Venkatesh , Terry Caelli

Online communities are changing the ways that creative professionals such as artists and designers share ideas, receive feedback, and find inspiration. While they became increasingly popular, there have been few studies so far. In this…

社会与信息网络 · 计算机科学 2017-03-03 Nam Wook Kim