Skip to main content

Table 5 Topic modeling applications

From: An intelligent literature review: adopting inductive approach to define machine learning applications in the clinical domain

Author details Data type Topic modeling used Intended aim Data size
DiMaggio et al. [13] Newspapers LDA Identifying concepts in news coverage 8000
Grimmer [18] Press release Own implemented method To develop a model 24,000
Koltsova and Koltcov [21] Web posts LDA Explore the political agenda for live journal 1,300,000
Maier et al. [25] Web documents LDA Explore the validity and reliability of the LDA model 186,557 web documents
Quinn et al. [38] Legislative Speech Own implemented method To develop a statistical learning model 118,000 speeches (70,000,000 words)