openalexMathematics2026-07-23
Applied Bayesian Networks Rely on Expert Knowledge and Scarce Data Sharing
Liam Coorssen, Hamid Kalantari, Parham Afsharnia, Pouria Ramazi
In this descriptive scoping review, we assessed how Bayesian network structures are built and learned in applied work by screening 5993 recent papers (2020–2025) whose abstracts mention “Bayesian (belief) network” and deeming 3661 relevant. Among these relevant papers, expert kno…