mlsanityData to 14 Oct 2026

Abstract Dialectical Frameworks are Boolean Networks (full version)

arXiv 2407.02055 ↗First posted 2 Jul 2024cs.AIcited by 2

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Abstract (arXiv)

Dialectical frameworks are a unifying model of formal argumentation, where argumentative relations between arguments are represented by assigning acceptance conditions to atomic arguments. Their generality allow them to cover a number of different approaches with varying forms of representing the argumentation structure. Boolean regulatory networks are used to model the dynamics of complex biological processes, taking into account the interactions of biological compounds, such as proteins or genes. These models have proven highly useful for comprehending such biological processes, allowing to reproduce known behaviour and testing new hypotheses and predictions in silico, for example in the context of new medical treatments. While both these approaches stem from entirely different communities, it turns out that there are striking similarities in their appearence. In this paper, we study the relation between these two formalisms revealing their communalities as well as their differences, and introducing a correspondence that allows to establish novel results for the individual formalisms.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 2 of its 27 references that are in the map. First posted on arXiv 2 Jul 2024.

Builds on

2 of 27 references.

References · 2

  1. 2018Counting Complexity for Reasoning in Abstract Argumentationcited by 5
  2. 2016Understanding the Abstract Dialectical Framework (Preliminary Report)cited by 1

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 1; 2026: 1.

2 papers.