Decision-oriented explainable artificial intelligence: a PDR-based review of methods, applications, and emerging frontiers
Explainable artificial intelligence (XAI) is increasingly used in consequential decisions, but method selection still requires evidence about predictive reliability, explanatory fidelity, and stakeholder usefulness. This latent Dirichlet allocation (LDA)-assisted structured review used the OpenAlex Works metadata appli...