Measuring originality in science

S Shibayama, J Wang - Scientometrics, 2020 - Springer
Originality has self-evident importance for science, but objectively measuring originality
poses a formidable challenge. We conceptualise originality as the degree to which a …

Bias against novelty in science: A cautionary tale for users of bibliometric indicators

J Wang, R Veugelers, P Stephan - Research Policy, 2017 - Elsevier
Research which explores unchartered waters has a high potential for major impact but also
carries a higher uncertainty of having impact. Such explorative research is often described …

A rational indicator of scientific creativity

JM Soler - Journal of Informetrics, 2007 - Elsevier
A model is proposed for the creation and transmission of scientific knowledge, based on the
network of citations among research articles. The model allows to assign to each article a …

Measuring the novelty of scientific publications: A fastText and local outlier factor approach

D Jeon, J Lee, JM Ahn, C Lee - Journal of Informetrics, 2023 - Elsevier
Although the novelty of scientific publications has been the subject of previous studies, most
have examined the distribution of references in the bibliography, which may not be effective …

A network-based normalized impact measure reveals successful periods of scientific discovery across disciplines

Q Ke, AJ Gates, AL Barabási - Proceedings of the National …, 2023 - National Acad Sciences
The impact of a scientific publication is often measured by the number of citations it receives
from the scientific community. However, citation count is susceptible to well-documented …

Measuring novelty in science with word embedding

S Shibayama, D Yin, K Matsumoto - PloS one, 2021 - journals.plos.org
Novelty is a core value in science, and a reliable measurement of novelty is crucial. This
study proposes a new approach of measuring the novelty of scientific articles based on both …

Creativity in science and the link to cited references: Is the creative potential of papers reflected in their cited references?

I Tahamtan, L Bornmann - Journal of informetrics, 2018 - Elsevier
Several authors have proposed that a large number of unusual combinations of cited
references in a paper point to its high creative potential (or novelty). However, it is still not …

Measuring researcher independence using bibliometric data: A proposal for a new performance indicator

P Van den Besselaar, U Sandström - PloS one, 2019 - journals.plos.org
Bibliometric indicators are increasingly used to evaluate individual scientists–as is
exemplified by the popularity of the many other publication and citation-based indicators …

[HTML][HTML] Identifying breakthrough scientific papers

P Savov, A Jatowt, R Nielek - Information Processing & Management, 2020 - Elsevier
Citation analysis does not tell the whole story about the innovativeness of scientific papers.
Works by prominent authors tend to receive disproportionately many citations, while …

The incidence and role of negative citations in science

C Catalini, N Lacetera, A Oettl - Proceedings of the …, 2015 - National Acad Sciences
Citations to previous literature are extensively used to measure the quality and diffusion of
knowledge. However, we know little about the different ways in which a study can be cited; …