Integrating insights into radicalization: A text‐mining systematic review
Political Psychology, EarlyView.Abstract The study of radicalization encompasses a broad spectrum of perspectives, with scholars from diverse disciplines – ranging from psychology, sociology, political science, criminology, to economics – contributing to its multifaceted comprehension. Despite this substantial body of empirical research, the knowledge is fragmented across disciplines,
Anna Knorr +3 more
wiley +1 more source
Topics as Outcomes: Modeling the Influence of Intergovernmental Grants on Policy Diffusion
Policy Studies Journal, EarlyView.ABSTRACT Intergovernmental grants stimulate the diffusion of policy reforms, as the federal government provides states with a financial incentive to adopt policies aligned with federal priorities. Less is known about the extent to which these grants also stimulate horizontal diffusion across states.
NaLette Brodnax, Sarah James
wiley +1 more source
Tracing the evolution of green logistics: A latent dirichlet allocation based topic modeling technology and roadmapping. [PDF]
PLoS One, 2023 Ma R, Kim YJ.
europepmc +1 more source
Topic Modeling of Fatty Acid Studies: Evaluating Environmental Changes in Freshwater Ecosystems
International Review of Hydrobiology, Volume 111, Issue 1, June 2026.ABSTRACT Fatty acids (FAs) are biochemical molecules with vital structural and metabolic functions in all living organisms. Over the last decades, FA analysis in ecological studies has garnered significant attention due to its diverse applicability, such as taxonomic support for species identification, investigations on trophic interactions, and ...
A. C. Campos, B. Gücker, I. G. Boëchat
wiley +1 more source
A Comparative Study of Topic Modelling Approaches for User-generated Point of Interest Data
Proceedings of the International Conference of Contemporary Affairs in Architecture and Urbanism-ICCAUAThis study aims to enhance urban planning and management by harnessing the power of machine learning (ML) and big data. We focus on Urban Functional Zones (UFZs), the fundamental units for human socio-economic activities.
Ravi Satyappa Dabbanavar, Arindam Biswas
doaj +1 more source
Insights Into Korean Public Perspectives on Urology: Online News Data Analytics Through Latent Dirichlet Allocation Topic Modeling. [PDF]
Int Neurourol J, 2023 Oh YW, Kim J.
europepmc +1 more source
Text Mining in Bibliometrics and Science Mapping: A Methodological Review
WIREs Computational Statistics, Volume 18, Issue 2, June 2026.Text mining has become a foundational component of contemporary bibliometrics and science mapping, enabling systematic analysis of the semantic structure, thematic evolution, and cognitive organization of scientific fields. Integrating textual evidence with relational indicators enriches knowledge maps and supports more comprehensive, content‐sensitive
Michelangelo Misuraca
wiley +1 more source
Supervised latent Dirichlet allocation with covariates: A Bayesian structural and measurement model of text and covariates. [PDF]
Psychol Methods, 2023 Wilcox KT +3 more
europepmc +1 more source
Journal of Contingencies and Crisis Management, Volume 34, Issue 2, June 2026.ABSTRACT This study examined the developmental processes of paracrises and reputational threats amplified on social media, through a case study of the Adidas SL72 sneaker campaign, a faux pas‐type paracrisis. Unlike crises that directly threaten organizational survival, paracrises are reputational threats that primarily impact corporate social ...
Da Eun Song, Dan Ro, Hyunmi Baek
wiley +1 more source
An interpretable single-cell RNA sequencing data clustering method based on latent Dirichlet allocation. [PDF]
Brief Bioinform, 2023 Yang Q +5 more
europepmc +1 more source