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Twitter has arguably been the most popular among the data sources that form the basis of so-called altmetrics. Tweets to scholarly documents have been heralded as both early indicators of citations as well as measures of societal impact.…

社会与信息网络 · 计算机科学 2018-06-27 Stefanie Haustein

The Internet Research Agency (IRA) influences online political conversations in the United States, exacerbating existing partisan divides and sowing discord. In this paper we investigate the IRA's communication strategies by analyzing…

社会与信息网络 · 计算机科学 2022-04-06 Siva K. Balasubramanian , Mustafa Bilgic , Aron Culotta , Libby Hemphill , Anita Nikolich , Matthew A. Shapiro

The recent introduction of OpenAI's text-to-video model Sora has sparked widespread public discourse across online communities. This study aims to uncover the dominant themes and narratives surrounding Sora by conducting topic modeling…

计算机与社会 · 计算机科学 2024-07-19 Vatsal Vinay Parikh

Twitter is a common site of offensive language. Prior literature has shown that the emotional content of tweets can heavily impact their diffusion when discussing political topics. We extend prior work to look at offensive tweets that link…

社会与信息网络 · 计算机科学 2024-02-28 Richard Zhang , Emőke-Ágnes Horvát

This paper reviews research literature on Diamond Open Access (DOA) journals - sometimes also called Platinum Open Access - that was produced after this journal segment started to become a priority in European research policy around 2020.…

数字图书馆 · 计算机科学 2025-12-01 Niels Taubert

A number of organizations ranging from terrorist groups such as ISIS to politicians and nation states reportedly conduct explicit campaigns to influence opinion on social media, posing a risk to democratic processes. There is thus a growing…

Since 2006, Twitter's APIs have been rich sources of data for researchers studying social phenomena such as misinformation, public communication, crisis response, and political behavior. However, in 2023, Twitter began heavily restricting…

计算机与社会 · 计算机科学 2025-10-15 Ryan Murtfeldt , Sejin Paik , Naomi Alterman , Ihsan Kahveci , Jevin D. West

The web-based microblogging system Twitter is a very popular altmetrics source for measuring the broader impact of science. In this case study, we demonstrate how problematic the use of Twitter data for research evaluation can be, even…

数字图书馆 · 计算机科学 2019-04-16 Lutz Bornmann , Robin Haunschild

Organisational accounts are an integral part of the Twitter (now X) ecosystem. This study identified 9,842 research- and policy-related organisational accounts that had tweeted about scholarly publications by linking three global…

数字图书馆 · 计算机科学 2026-03-18 Zohreh Zahedi , Yanqing Zhang , Zekun Han , Er-Te Zheng , Zhichao Fang

Twitter has been identified as one of the most popular and promising altmetrics data sources, as it possibly reflects a broader use of research articles by the general public. Several factors, such as document age, scientific discipline,…

数字图书馆 · 计算机科学 2015-07-02 Jens Peter Andersen , Stefanie Haustein

Social media platforms have been exploited to conduct election interference in recent years. In particular, the Russian-backed Internet Research Agency (IRA) has been identified as a key source of misinformation spread on Twitter prior to…

计算机与社会 · 计算机科学 2021-02-17 Upasana Dutta , Rhett Hanscom , Jason Shuo Zhang , Richard Han , Tamara Lehman , Qin Lv , Shivakant Mishra

Twitter bots are a controversial element of the platform, and their negative impact is well known. In the field of scientific communication, they have been perceived in a more positive light, and the accounts that serve as feeds alerting…

数字图书馆 · 计算机科学 2023-10-20 Wenceslao Arroyo-Machado , Enrique Herrera-Viedma , Daniel Torres-Salinas

Retracted research discussed on social media can spread misinformation. Yet we lack an understanding of how retracted articles are mentioned by academic and non-academic users. This is especially relevant on Twitter due to the platform's…

社会与信息网络 · 计算机科学 2024-01-30 Henry K. Dambanemuya , Rod Abhari , Nicholas Vincent , Emőke-Ágnes Horvát

Twitter accounts have already been used in many scientometric studies, but the meaningfulness of the data for societal impact measurements in research evaluation has been questioned. Earlier research focused on social media counts and…

数字图书馆 · 计算机科学 2019-04-16 Robin Haunschild , Loet Leydesdorff , Lutz Bornmann , Iina Hellsten , Werner Marx

Data collected by social media platforms have recently been introduced as a new source for indicators to help measure the impact of scholarly research in ways that are complementary to traditional citation-based indicators. Data generated…

数字图书馆 · 计算机科学 2013-08-09 Stefanie Haustein , Isabella Peters , Cassidy R. Sugimoto , Mike Thelwall , Vincent Larivière

Purpose: This paper explores some influencing factors of Twitter mentions of scientific research. The results can help to understand the relationships between various altmetrics. Design/methodology/approach: Data on research mentions in…

数字图书馆 · 计算机科学 2022-12-13 Pablo Dorta-González

The need for a comprehensive study to explore various aspects of online social media has been instigated by many researchers. This paper gives an insight into the social platform, Twitter. In this present work, we have illustrated stepwise…

社会与信息网络 · 计算机科学 2021-05-24 Shahab Saquib Sohail , Mohammad Muzammil Khan , M. Afshar Alam

Among the topics discussed on social media, some spark more heated debate than others. For example, experience suggests that major political events, such as a vote for healthcare law in the US, would spark more debate between opposing sides…

社会与信息网络 · 计算机科学 2015-12-18 Kiran Garimella , Gianmarco De Francisci Morales , Aristides Gionis , Michael Mathioudakis

Retracted papers often circulate widely on social media, digital news and other websites before their official retraction. The spread of potentially inaccurate or misleading results from retracted papers can harm the scientific community…

计算机与社会 · 计算机科学 2022-06-17 Hao Peng , Daniel M. Romero , Emőke-Ágnes Horvát

Polarized topics often spark discussion and debate on social media. Recent studies have shown that polarized debates have a specific clustered structure in the endorsement net- work, which indicates that users direct their endorsements…

社会与信息网络 · 计算机科学 2017-04-03 Kiran Garimella , Gianmarco De Francisci Morales , Aristides Gionis , Michael Mathioudakis
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