"Social media"

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 …

Analyzing Twitter Bot Activity on Academic Articles

Given its ascendancy as a way to make connections worldwide, social media is affecting all areas of people’s lives. This paper focuses on analyzing how Twitter bots interact with scholarly articles. The growing number and increasing complexity 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 Arabic Tweets to Understand Drug Selling Behaviors

Twitter is a popular platform for e-commerce in the Arab region including the sale of illegal goods and services. Social media platforms present multiple opportunities to mine information about behaviors pertaining to both illicit and pharmaceutical …

Anatomy of scholarly information behavior patterns in the wake of academic social media platforms

As more scholarly content is born digital or converted to a digital format, digital libraries are becoming increasingly vital to researchers seeking to leverage scholarly big data for scientific discovery. Although scholarly products are available in …

Pokémon Go: Impact on Yelp Restaurant Reviews

Pokémon Go, the popular Augmented Reality based mobile application, launched in July of 2016. The game's meteoric rise in usage since that time has had an impact on not just the mobile gaming industry, but also the physical activity of players, where …

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 …