Exploring topics in bibliometric research through citation networks and semantic analysis

C Mejia, M Wu, Y Zhang, Y Kajikawa - Frontiers in Research Metrics …, 2021 - frontiersin.org
This article surveys topic distributions of the academic literature that employs the terms
bibliometrics, scientometrics, and informetrics. This exploration allows informing on the …

Hypotheses in urban ecology: building a common knowledge base

S Lokatis, JM Jeschke, M Bernard‐Verdier… - Biological …, 2023 - Wiley Online Library
Urban ecology is a rapidly growing research field that has to keep pace with the pressing
need to tackle the sustainability crisis. As an inherently multi‐disciplinary field with close ties …

Citation-based clustering of publications using CitNetExplorer and VOSviewer

NJ Van Eck, L Waltman - Scientometrics, 2017 - Springer
Clustering scientific publications in an important problem in bibliometric research. We
demonstrate how two software tools, CitNetExplorer and VOSviewer, can be used to cluster …

[HTML][HTML] Electronic commerce: factors involved in its adoption from a bibliometric analysis

E Villa, L Ruiz, A Valencia, E Picón - Journal of theoretical and …, 2018 - SciELO Chile
This article presents findings of a study that aimed to identify key factors in the adoption of e-
commerce. The study involved a bibliometric analysis of statistical information from 408 …

Research portfolio analysis and topic prominence

R Klavans, KW Boyack - Journal of informetrics, 2017 - Elsevier
Stakeholders in the science system need to decide where to place their bets. Example
questions include: Which areas of research should get more funding? Who should we hire …

Between fragmentation and institutionalisation: the rise of migration studies as a research field

N Levy, A Pisarevskaya, P Scholten - Comparative Migration Studies, 2020 - Springer
It is clear that the field of migration studies has grown significantly over the past decades.
What is less known is how this growth has taken place. This article combines bibliometric …

level classification of scientific publications: A comparison of deep learning, direct citation and bibliographic coupling

M Rivest, E Vignola-Gagné, É Archambault - PloS one, 2021 - journals.plos.org
Classification schemes for scientific activity and publications underpin a large swath of
research evaluation practices at the organizational, governmental, and national levels …

Identifying interdisciplinary emergence in the science of science: combination of network analysis and BERTopic

K Kim, DF Kogler, S Maliphol - Humanities and Social Sciences …, 2024 - nature.com
Global scientific output is expanding exponentially, which in turn calls for a better
understanding of the science of science and especially how the boundaries of scientific …

S&T indicators in the wild: Contextualization and participation for responsible metrics

I Ràfols - Research evaluation, 2019 - academic.oup.com
The use of indicators in research policy and evaluation is widely perceived as problematic.
Responding to demands for explicit normative framings in STI governance, I propose an …

A principled methodology for comparing relatedness measures for clustering publications

L Waltman, KW Boyack, G Colavizza… - Quantitative Science …, 2020 - direct.mit.edu
There are many different relatedness measures, based for instance on citation relations or
textual similarity, that can be used to cluster scientific publications. We propose a principled …