Topic model or topic twaddle? Re-evaluating demantic interpretability measures

C Doogan, W Buntine - North American Association for …, 2021 - research.monash.edu
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 …

Proposing an open-sourced tool for computational framing analysis of multilingual data

L Guo, C Su, S Paik, V Bhatia, VP Akavoor… - Digital …, 2023 - Taylor & Francis
We propose a five-step computational framing analysis framework that researchers can use
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 …

Text-mining open-ended survey responses using structural topic modeling: A practical demonstration to understand parents' co** methods during the COVID-19 …

G Chung, M Rodriguez, P Lanier… - Journal of Technology in …, 2022 - Taylor & Francis
Open-ended survey questions crucially contribute to researchers' understandings of
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 …

Impact for whom? Map** the users of public research with lexicon-based text mining

A Bonaccorsi, F Chiarello, G Fantoni - Scientometrics, 2021 - Springer
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 …

Which aspects of the Open Science agenda are most relevant to scientometric research and publishing? An opinion paper

L Bornmann, R Guns, M Thelwall… - Quantitative Science …, 2021 - direct.mit.edu
Open Science is an umbrella term that encompasses many recommendations for possible
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 …

SSH researchers make an impact differently. Looking at public research from the perspective of users

A Bonaccorsi, F Chiarello, G Fantoni - Research Evaluation, 2021 - academic.oup.com
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 …

[HTML][HTML] Measuring the quadruple helix in social media: A case study of university–industry collaboration

B Shin, M Rask, N Kahma - Technological Forecasting and Social Change, 2023 - Elsevier
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 …