Virtual education strategies in the context of sustainable health care and medical education: A topic modelling analysis of four decades of research

J Lee, H Kim, F Kron - Medical Education, 2024 - Wiley Online Library
Background The growing importance of sustainability has led to the current literature being
saturated with studies on the necessity of, and suggested topics for, education for …

Taking the Road Less Travelled: How Corpus‐Assisted Discourse Studies Can Enrich Qualitative Explorations of Large Textual Datasets

M Gillings, M Learmonth… - British Journal of …, 2024 - Wiley Online Library
How might interpretivist qualitative researchers tackle large data sets consisting of millions
or even billions of words? Corpus‐assisted discourse studies (CADS) is the approach we …

Measuring the diffusion of conspiracy theories in digital information ecologies

A Heft, K Buehling - Convergence, 2022 - journals.sagepub.com
Digital platforms and media are fertile breeding grounds for disinformation and
conspirational views. They provide a variety of communication venues for a mixed set of …

Big textual data research for operations management: topic modelling with grounded theory

EC Odacioglu, L Zhang, R Allmendinger… - International Journal of …, 2023 - emerald.com
Purpose There is a growing need for methodological plurality in advancing operations
management (OM), especially with the emergence of machine learning (ML) techniques for …

Topic modelling in corpus-based discourse analysis: Uses and critiques

M Bednarek - Discourse Studies, 2024 - journals.sagepub.com
This discussion paper aims to take stock of the main uses and critiques of topic modelling in
studies that combine corpus linguistics and discourse analysis. Topic modelling is a cover …

media representations of healthcare robotics in norway 2000-2020: a topic modeling approach

M Solberg, R Kirchhoff - Social Science Computer Review, 2024 - journals.sagepub.com
Robots are projected to affect healthcare services in significant, but unpredictable, ways.
Many believe robots will add value to future healthcare, but their arrival has triggered …

SES Resilience in a Disrupted Earth System: Develo** Systemic Attention to Emerging Ecological Adversity in Collaborative Governance Organizations

L Baudoin, F Collet, D Arenas - Business & Society, 2024 - journals.sagepub.com
Collaborative Governance Organizations (CGOs) are commonly established to manage
Socio-Ecological Systems (SESs). Collaborative processes are designed to gather …

Validating topic modeling as a method of analyzing sujet and theme

J Schröter, K Du - Journal of Computational Literary Studies, 2022 - jcls.io
Abstract In Computational Literary Studies (CLS), several procedures for thematic analysis
have been adapted from NLP and Computer Science. Among these procedures, topic …

Travels with BERT: Surfacing the intertextuality in Hans Christian Andersen's travel writing and fairy tales through the network lens of large language model‐based …

TR Tangherlini, R Chen - Orbis Litterarum, 2024 - Wiley Online Library
Abstract Hans Christian Andersen's fairy tales have garnered the greatest popular and
scholarly attention despite the interdependence of works across the broad range of his …

Topic modeling for the identification of gender-specific discourse. Virtues and vices in French and Spanish 18th century periodicals

Y Völkl, S Sarić, M Scholger - Journal of Computational Literary Studies, 2022 - jcls.io
Gender-specific knowledge–just like knowledge in general–is generated through discourses
that are disseminated through (mass) media. Among the first mass media is the Spectator …