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Some Options for Instantiation of Bipolar Argument Graphs with Deductive Arguments

2023/08/08 by Anthony Hunter, Hunter, Anthony
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Software Engineering Research

paper · pdf · doi:10.48550/arxiv.2308.04372

openalex publication_date 2023/08/08 · openalex created_date 2023/08/18 · openalex updated_date 2026/07/28

Abstract

Argument graphs provide an abstract representation of an argumentative situation. A bipolar argument graph is a directed graph where each node denotes an argument, and each arc denotes the influence of one argument on another. Here we assume that the influence is supporting, attacking, or ambiguous. In a bipolar argument graph, each argument is atomic and so it has no internal structure. Yet to better understand the nature of the individual arguments, and how they interact, it is important to consider their internal structure. To address this need, this paper presents a framework based on the use of logical arguments to instantiate bipolar argument graphs, and a set of possible constraints on instantiating arguments that take into account the internal structure of the arguments, and the types of relationship between arguments.

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