Science of scientific team science: A survey

S Yu, HD Bedru, I Lee, F Xia - Computer science review, 2019 - Elsevier
Scientific teamwork collaboration is an integral element of the scientific process that often
leads to significant findings. Systematic analysis of scientific teamwork collaboration …

Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships

K Higham, M Contisciani, C De Bacco - Technological forecasting and …, 2022 - Elsevier
The use of patent citation networks as research tools is becoming increasingly
commonplace in the field of innovation studies. However, these networks rarely consider the …

Using text analysis to quantify the similarity and evolution of scientific disciplines

L Dias, M Gerlach, J Scharloth… - Royal Society open …, 2018 - royalsocietypublishing.org
We use an information-theoretic measure of linguistic similarity to investigate the
organization and evolution of scientific fields. An analysis of almost 20 M papers from the …

Dynamic interactions of research, publication, researchers, institutions, and countries: A Quintuple Helix model perspective on research impact

M Arsalan, O Mubin, A Al Mahmud - Malaysian Journal of Library …, 2024 - mjlis.um.edu.my
This review paper introduces and explores the Research Impact Quintuple Helix Model, a
comprehensive framework designed to analyse and enhance the impact of research across …

Exploration of an interdisciplinary scientific landscape

J Raimbault - Scientometrics, 2019 - Springer
Patterns of interdisciplinarity in science can be quantified through complementary
dimensions. This paper studies as a case study the scientific environment of a generalist …

Exploring the antecedents of interdisciplinarity at the European Research Council: a topic modeling approach

A Bonaccorsi, N Melluso, FA Massucci - Scientometrics, 2022 - Springer
The paper applies topic modeling to the collection of ERC-funded proposals, interim reports
and related publications, with the aim of measuring in a novel way the degree of …

Eigenvector-based centralities for multilayer temporal networks under the framework of tensor computation

L Lv, K Zhang, T Zhang, X Li, Q Sun, L Zhang… - Expert Systems with …, 2021 - Elsevier
In recent years, many centralities have been developed to identify the key nodes in
multilayer and temporal networks. Among these centrality measures, eigenvector-based …

Stability of multi-layer ecosystems

Y Wang, Y Yang, A Li, L Wang - Journal of the Royal …, 2023 - royalsocietypublishing.org
Community structure is reported to play a critical role in ecosystem stability, which indicates
the ability of a system to return to equilibrium after perturbations. However, current studies …

Research interdisciplinarity: STEM versus non-STEM

S Uddin, T Imam, M Mozumdar - Scientometrics, 2021 - Springer
Research collaboration among interdisciplinary teams has become a common trend in
recent days. However, there is a lack of evidence in literature regarding which disciplines …

Non-backtracking PageRank: From the classic model to hashimoto matrices

D Aleja, R Criado, AJG del Amo, Á Pérez… - Chaos, Solitons & …, 2019 - Elsevier
Non-backtracking centrality was introduced as a way to correct what may be understood as
a deficiency in the eigenvector centrality, since the eigenvector centrality in a network can be …