ADF-BDD.DEV: Insights to undecided Statements in Abstract Dialectical Frameworks

Nov 9 2023 · The 7th Workshop on Advances in Argumentation in Artificial Intelligence (AI^3 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023) · Rome, Italy

This gives an overview of the recent research on the representation and visualisation of Abstract Dialectical Frameworks (ADFs) with Binary Decision Diagrams (BDDs). It reviews and presents the results of the AI^3 (Workshop on Advances in Argumentation and Artificial Intelligence) paper.

Description

Abstract Dialectical Frameworks (ADF) are a well known and understood generalisation of Dung’s Argumentation frameworks. Multiple approaches to solve the computation and enumeration of the semantics have been proposed over the last decade. One recent approach is to solve the computational hard problems by translating the acceptance condition of a given ADF into reduced ordered binary decision diagrams (roBDD). The use of roBDDs lays a foundation for straightforward graphical visualization of the underlying ADFs and their solutions. In this work, we present adf-bdd.dev, a web-service that generates graphical representations of ADFs and for different semantics, allowing their comparison and to spot the influence of yet undecided statements. We propose that this is a first steps towards better explainability and understanding of ADFs.

Slides

Slides can be downloaded here.