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 …

Methods for measuring social and conceptual dimensions of convergence science

AM Petersen, F Arroyave, I Pavlidis - Research Evaluation, 2023 - academic.oup.com
Convergence science is an intrepid form of interdisciplinarity defined by the US National
Research Council as 'the coming together of insights and approaches from originally distinct …

Normalization of direct citations for clustering in publication-level networks: evaluation of six approaches

P Sjögårde, P Ahlgren - Scientometrics, 2024 - Springer
Clustering of publication networks is an efficient way to obtain classifications of large
collections of research publications. Such classifications can be used to, eg, detect research …

An improved practical approach to forecasting exceptional growth in research

KW Boyack, R Klavans - Quantitative Science Studies, 2022 - direct.mit.edu
The accurate forecasting of exceptional growth in research areas has been an extremely
difficult problem to solve. In a previous study we introduced an approach to forecasting …

Normalization of direct citations in publication-level networks: Evaluation of six approaches

P Sjögårde, P Ahlgren - arXiv preprint arXiv:2309.14102, 2023 - arxiv.org
Clustering of publication networks is an efficient way to obtain classifications of large
collections of research publications. Such classifications can be used to, eg, detect research …

Exploring user needs in relation to algorithmically constructed classifications of publications

P Sjögårde - arXiv preprint arXiv:2206.10888, 2022 - arxiv.org
Algorithmic classification of research publications has been created to study different
aspects of research. Such classifications can be used to support information needs in …

[图书][B] Mapping the structure of science through clustering in citation networks: Granularity, labeling and visualization

P Sjögårde - 2023 - search.proquest.com
The science system is large, and millions of research publications are published each year.
Within the field of scientometrics, the features and characteristics of this system are studied …