ref 2021 predictions project full details
Snr Research Fellow in Text and Data Mining
Timeline:01 Jan 2017 - 01 Jan 2021
REF 2021 Predictions
Web-scale research analytics for identifying high performance and trends: data-driven approaches to Scientometrics.
Over the recent years, there has been a growing interest in developing new scientometric measures that go beyond the traditional citation-‐based bibliometric measures. This interest is motivated on one side by the wider availability or even emergence of new information evidencing research performance, such as article downloads, views, and twitter mentions, and on the other side by the continued frustrations and problems surrounding the application of citation-based metrics to evaluate research performance in practice.
The research looks into new ways of utilizing full-texts of research papers to evaluate research impact at the granularity of individual papers, researchers as well as institutions. It will consider the evolution of evidence influencing research metrics in time and the emergence of new trends and new research communities as valuable signals.