knowledge: knowledge Bayesian Network

In bnRep: A Repository of Bayesian Networks from the Academic Literature

knowledge Bayesian Network

Description

Dynamic knowledge inference based on Bayesian network learning.

Format

A discrete Bayesian network to predict whether students would pass specific courses. Probabilities were given within the referenced paper. The vertices are:

Math

(Pass, Fail);

C

(Pass, Fail);

Java

(Pass, Fail);

Database

(Pass, Fail);

Android

(Pass, Fail);

Web

(Pass, Fail);

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

References

Wang, D., AmrilJaharadak, A., & Xiao, Y. (2020). Dynamic knowledge inference based on Bayesian network learning. Mathematical Problems in Engineering, 2020(1), 6613896.

bnRep documentation built on April 12, 2025, 1:13 a.m.