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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

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

Many altmetric studies analyze which papers were mentioned how often in specific altmetrics sources. In order to study the potential policy relevance of tweets from another perspective, we investigate which tweets were cited in papers. If…

数字图书馆 · 计算机科学 2020-03-26 Robin Haunschild , Lutz Bornmann

In the context of altmetrics, tweets have been discussed as potential indicators of immediate and broader societal impact of scientific documents. However, it is not yet clear to what extent Twitter captures actual research impact. A small…

数字图书馆 · 计算机科学 2015-07-09 Natalie Friedrich , Timothy D. Bowman , Wolfgang G. Stock , Stefanie Haustein

In this study we have investigated the relationship between different document characteristics and the number of Mendeley readership counts, tweets, Facebook posts, mentions in blogs and mainstream media for 1.3 million papers published in…

数字图书馆 · 计算机科学 2017-03-20 Zohreh Zahedi , Rodrigo Costas , Vincent Larivière , Stefanie Haustein

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

The last decade of altmetrics research has demonstrated that altmetrics have a low to moderate correlation with citations, depending on the platform and the discipline, among other factors. Most past studies used academic works as their…

社会与信息网络 · 计算机科学 2023-06-30 Madelaine Hare , Geoff Krause , Keith MacKnight , Timothy D. Bowman , Rodrigo Costas , Philippe Mongeon

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

A set of 1.4 million biomedical papers was analyzed with regards to how often articles are mentioned on Twitter or saved by users on Mendeley. While Twitter is a microblogging platform used by a general audience to distribute information,…

数字图书馆 · 计算机科学 2014-10-03 Stefanie Haustein , Vincent Larivière , Mike Thelwall , Didier Amyot , Isabella Peters

This paper analyzes the tweeting behavior of 37 astrophysicists on Twitter and compares their tweeting behavior with their publication behavior and citation impact to show whether they tweet research-related topics or not. Astrophysicists…

数字图书馆 · 计算机科学 2014-10-08 Stefanie Haustein , Timothy D. Bowman , Kim Holmberg , Isabella Peters , Vincent Larivière

This article aims to exploit social exchanges on scientific literature, specifically tweets, to analyse social media users' sentiments towards publications within a research field. First, we employ the SentiStrength tool, extended with…

社会与信息网络 · 计算机科学 2020-09-01 Saeed-Ul Hassan , Naif Radi Aljohani , Usman Iqbal Tarar , Iqra Safder , Raheem Sarwar , Salem Alelyani , Raheel Nawaz

Metrics derived from Twitter and other social media---often referred to as altmetrics---are increasingly used to estimate the broader social impacts of scholarship. Such efforts, however, may produce highly misleading results, as the…

数字图书馆 · 计算机科学 2017-04-17 Qing Ke , Yong-Yeol Ahn , Cassidy R. Sugimoto

Measuring research impact is important for ranking publications in academic search engines and for research evaluation. Social media metrics or altmetrics measure the impact of scientific work based on social media activity. Altmetrics are…

社会与信息网络 · 计算机科学 2018-04-10 Maryam Mehrazar , Christoph Carl Kling , Steffen Lemke , Athanasios Mazarakis , Isabella Peters

Scholarly articles are discussed and shared on social media, which generates altmetrics. On the opposite side, what is the impact of social media on the dissemination of scholarly articles and how to measure it? What are the visiting…

数字图书馆 · 计算机科学 2016-08-03 Xianwen Wang , Zhichao Fang , Xinhui Guo

This paper aims to map and identify topics of interest within the field of Microbiology and identify the main sources driving such attention. We combine data from Web of Science and Altmetric.com, a platform which retrieves mentions to…

数字图书馆 · 计算机科学 2019-06-11 Nicolas Robinson-Garcia , Wenceslao Arroyo-Machado , Daniel Torres-Salinas

This study examines the use of evidence in policymaking by analysing a range of journal and article attributes, as well as online engagement metrics. It employs a large-scale citation analysis of nearly 150,000 articles covering diverse…

数字图书馆 · 计算机科学 2025-04-29 Pablo Dorta-González

In growing numbers, scholars are integrating social media tools like blogs, Twitter, and Mendeley into their professional communications. The online, public nature of these tools exposes and reifies scholarly processes once hidden and…

数字图书馆 · 计算机科学 2012-03-22 Jason Priem , Heather A. Piwowar , Bradley M. Hemminger

Sufficient data presence is one of the key preconditions for applying metrics in practice. Based on both Altmetric.com data and Mendeley data collected up to 2019, this paper presents a state-of-the-art analysis of the presence of 12 kinds…

数字图书馆 · 计算机科学 2020-06-24 Zhichao Fang , Rodrigo Costas , Wencan Tian , Xianwen Wang , Paul Wouters

In order to better understand the effect of social media in the dissemination of scholarly articles, employing the daily updated referral data of 110 PeerJ articles collected over a period of 345 days, we analyze the relationship between…

数字图书馆 · 计算机科学 2018-01-09 Xianwen Wang , Yunxue Cui , Qingchun Li , Xinhui Guo

Understanding who shares academic publications on Twitter is critical to interpreting altmetrics as signals of scholarly or societal impact. Prior studies have used diverse and often incompatible user classification schemes, making…

数字图书馆 · 计算机科学 2025-12-09 Ashraf Maleki , Kim Holmberg
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