The science of science: From the perspective of complex systems
The science of science (SOS) is a rapidly develo** field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …
quantify and predict scientific research and the resulting outcomes. The problem is …
A century of physics
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New and atypical combinations: An assessment of novelty and interdisciplinarity
Novelty indicators are increasingly important for science policy. This paper challenges the
indicators of novelty as an atypical combination of knowledge (Uzzi et al., 2013) and as the …
indicators of novelty as an atypical combination of knowledge (Uzzi et al., 2013) and as the …
World citation and collaboration networks: uncovering the role of geography in science
Modern information and communication technologies, especially the Internet, have
diminished the role of spatial distances and territorial boundaries on the access and …
diminished the role of spatial distances and territorial boundaries on the access and …
Quantifying patterns of research-interest evolution
To understand quantitatively how scientists choose and shift their research focus over time is
of high importance, because it affects the ways in which scientists are trained, science is …
of high importance, because it affects the ways in which scientists are trained, science is …
[BOOK][B] The geography of scientific collaboration
Science is increasingly defined by multidimensional collaborative networks. Despite the
unprecedented growth of scientific collaboration around the globe–the collaborative turn …
unprecedented growth of scientific collaboration around the globe–the collaborative turn …
Machine learning misclassification networks reveal a citation advantage of interdisciplinary publications only in high-impact journals
Given a large enough volume of data and precise, meaningful categories, training a
statistical model to solve a classification problem is straightforward and has become a …
statistical model to solve a classification problem is straightforward and has become a …
The more multidisciplinary the better?–The prevalence and interdisciplinarity of research collaborations in multidisciplinary institutions
Scientific research is increasingly relying on collaborations to address complex real-world
problems. Many researchers, policymakers, and administrators consider a multidisciplinary …
problems. Many researchers, policymakers, and administrators consider a multidisciplinary …
Taking census of physics
Over the past decades, the diversity of areas explored by physicists has exploded,
encompassing new topics from biophysics and chemical physics to network science …
encompassing new topics from biophysics and chemical physics to network science …
We are who we cite: Bridges of influence between natural language processing and other academic fields
Natural Language Processing (NLP) is poised to substantially influence the world. However,
significant progress comes hand-in-hand with substantial risks. Addressing them requires …
significant progress comes hand-in-hand with substantial risks. Addressing them requires …