Topic model or topic twaddle? Re-evaluating demantic interpretability measures
When develo** topic models, a critical question that should be asked is: How well will this
model work in an applied setting? Because standard performance evaluation of topic …
model work in an applied setting? Because standard performance evaluation of topic …
Proposing an open-sourced tool for computational framing analysis of multilingual data
We propose a five-step computational framing analysis framework that researchers can use
to analyze multilingual news data. The framework combines unsupervised and supervised …
to analyze multilingual news data. The framework combines unsupervised and supervised …
Are there literature reviews about gamification to foster Inclusive Teaching? A sco** review of gamification literature reviews
S Ruiz-Navas, P Ackaradejraungsri, S Dijk - Frontiers in education, 2024 - frontiersin.org
Introduction: Gamification can support the practical application of Inclusive Teaching.
However, gamification literature reviews to implement Inclusive Teaching are scarce or not …
However, gamification literature reviews to implement Inclusive Teaching are scarce or not …
Text-mining open-ended survey responses using structural topic modeling: A practical demonstration to understand parents' co** methods during the COVID-19 …
Open-ended survey questions crucially contribute to researchers' understandings of
respondents' experiences. However, analyzing open-ended responses using human coders …
respondents' experiences. However, analyzing open-ended responses using human coders …
[PDF][PDF] Exponential growth in the number of items in the WoS
X Hu, L Leydesdorff, R Rousseau - ISSI Newsletter, 2020 - researchgate.net
In this note we explain how to find the yearly numbers of items in Clarivate's Web of Science
(WoS) and its sub-databases. As a result we find that the WoS Core Collection grows …
(WoS) and its sub-databases. As a result we find that the WoS Core Collection grows …
Impact for whom? Map** the users of public research with lexicon-based text mining
We contribute to the debate on societal impact of SSH by develo** a methodology that
allows a fine-grained observation of social groups that make use, directly or indirectly, of the …
allows a fine-grained observation of social groups that make use, directly or indirectly, of the …
Which aspects of the Open Science agenda are most relevant to scientometric research and publishing? An opinion paper
Open Science is an umbrella term that encompasses many recommendations for possible
changes in research practices, management, and publishing with the objective to increase …
changes in research practices, management, and publishing with the objective to increase …
Validation of scientific topic models using graph analysis and corpus metadata
MA Vázquez, J Pereira-Delgado, J Cid-Sueiro… - Scientometrics, 2022 - Springer
Probabilistic topic modeling algorithms like Latent Dirichlet Allocation (LDA) have become
powerful tools for the analysis of large collections of documents (such as papers, projects, or …
powerful tools for the analysis of large collections of documents (such as papers, projects, or …
SSH researchers make an impact differently. Looking at public research from the perspective of users
With the rise of the impact assessment revolution, governments and public opinion have
started to ask researchers to give evidence of their impact outside the traditional audiences …
started to ask researchers to give evidence of their impact outside the traditional audiences …
[HTML][HTML] Measuring the quadruple helix in social media: A case study of university–industry collaboration
Despite the increasing popularity of the Quadruple Helix model in innovation studies, the
model has suffered from a lack of robust measurements. This article contributes by …
model has suffered from a lack of robust measurements. This article contributes by …