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bnRep (version 0.0.3)

case: case Bayesian Network

Description

Building a stronger case: Combining evidence and law in scenario-based Bayesian networks.

Arguments

Value

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

Format

A discrete Bayesian network for concrete legal fact idioms that qualify events in a narrative Bayesian network. The network was available from a public repository. The vertices are:

Body

(f, t);

ComplicityMurder

(f, t);

DebtFightFK

(f, t);

FBarn

(f, t);

FightBarn

(f, t);

FStenGun

(f, t);

Help

(f, t);

Intent

(f, t);

KBarn

(f, t);

Killed

(f, t);

KKilled

(f, t);

Murder

(f, t);

Murdered

(f, t);

PlanBarnF

(f, t);

Premed

(f, t);

Prov

(f, t);

SBarn

(f, t);

ShootStenGun

(none, F, Not F);

TMathus

(f, t);

TSF1

(f, t);

TSF2

(f, t);

TSLocation

(f, t);

TStenGun

(f, t);

References

Van Leeuwen, L., Verbrugge, R., Verheij, B., & Renooij, S. (2024, June). Building a Stronger Case: Combining Evidence and Law in Scenario-Based Bayesian Networks. In 3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024 (pp. 291-299). IOS Press.