3 papers
cs.HC2025
DeTAILS: Deep Thematic Analysis with Iterative LLM Support
Ansh Sharma, Karen Cochrane, James R. Wallace
Thematic analysis is widely used in qualitative research but can be difficult to scale because of its iterative, interpretive demands. We introduce DeTAILS, a toolkit that integrat…
cs.HC2024
Moving Beyond LDA: A Comparison of Unsupervised Topic Modelling Techniques for Qualitative Data Analysis of Online Communities
Amandeep Kaur, James R. Wallace
Social media constitutes a rich and influential source of information for qualitative researchers. Although computational techniques like topic modelling assist with managing the v…
cs.HC2024
The Shape of Agency: Designing for Personal Agency in Qualitative Data Analysis
Luka Ugaya Mazza, Plinio Morita, James R. Wallace
Computational thematic analysis is rapidly emerging as a method of using large text corpora to understand the lived experience of people across the continuum of health care: patien…