"Altmetrics"

Early indicators of scientific impact: Predicting citations with altmetrics

Identifying important scholarly literature at an early stage is vital to the academic research community and other stakeholders such as technology companies and government bodies. Due to the sheer amount of research published and the growth of …

Measuring the Diversity of Facebook Reactions to Research

Online and in the real world, communities are bonded together by emotional consensus around core issues. Emotional responses to scientific findings often play a pivotal role in these core issues. When there is too much diversity of opinion on topics …

Predicting Patent Citations to Measure Economic Impact of Scholarly Research

A crucial goal of funding research and development has always been to advance economic development. On this basis, a considerable body of research undertaken with the purpose of determining what exactly constitutes economic impact and how to …

Shared Feelings: Understanding Facebook Reactions to Scholarly Articles

Research on social-media platforms has tended to rely on textual analysis to perform research tasks. While text-based approaches have significantly increased our understanding of online behavior and social dynamics, they overlook features on these …

Using Social Media and Scholarly Text to Predict Public Understanding of Science

People often struggle to understand scientific texts, which leads to miscommunication and often to inaccurate and even sensationalistic reports of research. Identifying and achieving a better understanding of the factors that affect comprehension …

Predicting Research That Will Be Cited in Policy Documents

Scientific publications and other genres of research output are increasingly being cited in policy documents. Citations in documents of this nature could be considered a critical indicator of the significance and societal impact of the research …

Recommendation of scholarly venues based on dynamic user interests

The ever-growing number of venues publishing academic work makes it difficult for researchers to identify venues that publish data and research most in line with their scholarly interests. A solution is needed, therefore, whereby researchers can …

What makes a research article newsworthy?

There has been tremendous growth in the amount of scientific literature being published every year. Yet, very little of it receives press coverage. Mentions by news outlets often establish the relevance the research has to society in general. In the …

How to Identify Specialized Research Communities Related to a Researcher’s Changing Interests

Scholarly events and venues are increasing rapidly in number. This poses a challenge for researchers who seek to identify events and venues related to their work in order to draw more efficiently and comprehensively from published research and to …

On the relationship between open access and altmetrics

A new and diverse set of online metrics are emerging to capture the effects of the sharing and discussion of research articles on online platforms. In this paper, we investigate whether altmetrics differ between Open Access (OA) and Non-Open Access …