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Ringo Baumann

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34 papers
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34

KER Journal 2025 Journal Article

Characterizing conflict-free and naive labellings—realizabiliy, uniqueness and patterns of redundancy

  • Ringo Baumann
  • Anne-Marie Heine

Abstract The article is concerned with realizability in abstract argumentation. It provides characterization theorems for the most basic types of labelling-based semantics, namely conflict-free and naive labellings. It turns out that existing characterizations for extension-based semantics are of little help in characterizing labelling-based semantics. To this end, we introduce several new criteria like L-tightness, reject-witnessing, reject-compositionality as well as the new construct of a labelling-downward-closure, which help determine whether a given set of labellings is realizable regarding conflict-free or naive semantics. Moreover, we present standard constructions and analyse their uniqueness status. Further classical concepts like ordinary and strong equivalence are studied too. Last but not least, we delve into the characterization of stable labellings. It turns out that this endeavour is a highly non-trivial task with many parallels to so-called compact realizability, an open problem for stable semantics in abstract argumentation.

JAIR Journal 2025 Journal Article

Forgetting in Abstract Argumentation: Limits and Possibilities

  • Ringo Baumann
  • Matti Berthold
  • Dov Gabbay
  • Odinaldo Rodrigues

The topic of forgetting, which loosely speaking means losing, removing, or even hiding some variables, propositions, or formulas, has been extensively studied in the field of knowledge representation and reasoning for many major formalisms. In this article, we convey this topic to the highly active field of abstract argumentation. We provide an in-depth analysis of desirable syntactical and/or semantical properties of possible forgetting operators. In doing so, we included well-known logic programming conditions, such as strong persistence or strong invariance. Further, we argue that although abstract argumentation and logic programming are closely related, it is not possible to reduce forgetting in abstract argumentation to forgetting in logic programming in a straightforward manner. The analysis of desiderata, adapted to the specifics of abstract argumentation, includes implications among them, individual and collective satisfiability, and identifying inherent limits for a set of prominent semantics. Finally, we conduct a case study on stable semantics incorporating concrete forgetting operators.

NMR Workshop 2025 Conference Paper

Inference Operators for Argumentation Formalisms - The Case of Dung-style Frameworks

  • Ringo Baumann
  • Leendert W. N. van der Torre

We study abstract properties of possible inference operators for Dung-style Argumentation Frameworks. In this first attempt, we revisit classical non-monotonic formalisms such as Default Logic and Logic Programming and adapt their core concepts to the realm of Dung’s Argumentation Theory. The resulting operators provide initial formal insights and open avenues for future work, such as exploring the full range of existing semantics, acceptance modes or extending the approach to more expressive abstract and structured argumentation formalisms.

IJCAI Conference 2023 Conference Paper

Bipolar Abstract Dialectical Frameworks Are Covered by Kleene’s Three-valued Logic

  • Ringo Baumann
  • Maximilian Heinrich

Abstract dialectical frameworks (ADFs) are one of the most powerful generalizations of classical Dung-style argumentation frameworks (AFs). The additional expressive power comes with an increase in computational complexity, namely one level up in the polynomial hierarchy in comparison to their AF counterparts. However, there is one important subclass, so-called bipolar ADFs (BADFs) which are as complex as classical AFs while offering strictly more modeling capacities. This property makes BADFs very attractive from a knowledge representation point of view and is the main reason why this class has received much attention recently. The semantics of ADFs rely on the Gamma-operator which takes as an input a three-valued interpretation and returns a new one. However, in order to obtain the output the original definition requires to consider any two-valued completion of a given three-valued interpretation. In this paper we formally prove that in case of BADFs we may bypass the computationally intensive procedure via applying Kleene's three-valued logic K. We therefore introduce the so-called bipolar disjunctive normal form which is simply a disjunctive normal form where any used atom possesses either a positive or a negative polarity. We then show that: First, this normal form is expressive enough to represent any BADF and secondly, the computation can be done via Kleene's K instead of dealing with two-valued completions. Inspired by the main correspondence result we present some first experiments showing the computational benefit of using Kleene.

JAIR Journal 2023 Journal Article

Equivalence in Argumentation Frameworks with a Claim-centric View: Classical Results with Novel Ingredients

  • Ringo Baumann
  • Anna Rapberger
  • Markus Ulbricht

A common feature of non-monotonic logics is that the classical notion of equivalence does not preserve the intended meaning in light of additional information. Consequently, the term strong equivalence was coined in the literature and thoroughly investigated. In the present paper, the knowledge representation formalism under consideration is claimaugmented argumentation frameworks (CAFs) which provide a formal basis to analyze conclusion-oriented problems in argumentation by adapting a claim-focused perspective. CAFs extend Dung AFs by associating a claim to each argument representing its conclusion. In this paper, we investigate both ordinary and strong equivalence in CAFs. Thereby, we take the fact into account that one might either be interested in the actual arguments or their claims only. The former point of view naturally yields an extension of strong equivalence for AFs to the claim-based setting while the latter gives rise to a novel equivalence notion which is genuine for CAFs. We tailor, examine and compare these notions and obtain a comprehensive study of this matter for CAFs. We conclude by investigating the computational complexity of naturally arising decision problems.

KR Conference 2023 Conference Paper

On Conflict-free Labellings – Realizability, Construction and Patterns of Redundancy

  • Ringo Baumann
  • Anne-Marie Heine

The paper deals with the topic of realizability in abstract argumentation. More precisely, we consider the most basic kind of labellings, so-called conflict-free labellings. The understanding of these labellings is essential as any mature labelling-based semantics selects its output among these labellings. We show how to decide whether a given set of labellings is the conflict-free outcome of a certain Dungean framework. To this end we introduce several new criteria like L-tightness, reject-witness and reject-compositionality. These properties play a decisive role in the central characterization theorem. Moreover, we present a construction method, showing how to realize a conflict-free realizable labelling-set. Finally, we study the representational freedom in case of such labellings. This leads to an uniqueness result for a certain sub-class and a surprising connection to strong equivalence in case of extension-based semantics.

AIJ Journal 2022 Journal Article

An abstract, logical approach to characterizing strong equivalence in non-monotonic knowledge representation formalisms

  • Ringo Baumann
  • Hannes Strass

Two knowledge bases are strongly equivalent if and only if they are mutually interchangeable in arbitrary contexts. This notion is of high interest for any logical formalism, since it allows to locally replace parts of a given theory without changing its meaning. In contrast to classical logic, where strong equivalence coincides with standard equivalence (having the same models), it is possible to find ordinary but not strongly equivalent objects for any nonmonotonic formalism available in the literature. Consequently, much effort has been devoted to characterizing strong equivalence for knowledge representation formalisms such as logic programs under the stable model semantics, Reiter's default logic, or Dung's argumentation frameworks. For example, strong equivalence for logic programs under stable models can be characterized by so-called HT-models. More precisely, two logic programs are strongly equivalent if and only if they are standard equivalent in the logic of here and there. This means that the logic of here and there can be seen as a characterizing formalism for logic programs under stable model semantics. The aim of this article is to study whether the existence of such characterization logics can be guaranteed for any logic. One main result is that every knowledge representation formalism that allows for a notion of strong equivalence on its finite knowledge bases also possesses a canonical characterizing formalism. In particular, we argue that those characterizing formalisms can be seen as classical, monotonic logics. Moreover, we will not only show the existence of characterizing formalism, but even that the model theory of any characterizing logic is uniquely determined (up to isomorphism).

AAAI Conference 2022 Conference Paper

Equivalence in Argumentation Frameworks with a Claim-Centric View – Classical Results with Novel Ingredients

  • Ringo Baumann
  • Anna Rapberger
  • Markus Ulbricht

A common feature of non-monotonic logics is that the classical notion of equivalence does not preserve the intended meaning in light of additional information. Consequently, the term strong equivalence was coined in the literature and thoroughly investigated. In the present paper, the knowledge representation formalism under consideration is claimaugmented argumentation frameworks (CAFs) which provide a formal basis to analyze conclusion-oriented problems in argumentation by adapting a claim-focused perspective. CAFs extend Dung AFs by associating a claim to each argument representing its conclusion. In this paper, we investigate both ordinary and strong equivalence in CAFs. Thereby, we take the fact into account that one might either be interested in the actual arguments or their claims only. The former point of view naturally yields an extension of strong equivalence for AFs to the claim-based setting while the latter gives rise to a novel equivalence notion which is genuine for CAFs. We tailor, examine and compare these notions and obtain a comprehensive study of this matter for CAFs. We conclude by investigating the computational complexity of naturally arising decision problems.

IJCAI Conference 2022 Conference Paper

Limits and Possibilities of Forgetting in Abstract Argumentation

  • Ringo Baumann
  • Matti Berthold

The topic of forgetting has been extensively studied in the field of knowledge representation and reasoning for many major formalisms. Quite recently it has been introduced to abstract argumentation. However, many already known as well as essential aspects about forgetting like strong persistence or strong invariance have been left unconsidered. We show that forgetting in abstract argumentation cannot be reduced to forgetting in logic programming. In addition, we deal with the more general problem of forgetting whole sets of arguments and show that iterative application of existing operators for single arguments does not necessarily yield a desirable result as it may not produce an informationally economic argumentation framework. As a consequence we provide a systematic and exhaustive study of forgetting desiderata and associated operations adapted to the intrinsics of abstract argumentation. We show the limits and shed light on the possibilities.

AIJ Journal 2022 Journal Article

Shedding new light on the foundations of abstract argumentation: Modularization and weak admissibility

  • Ringo Baumann
  • Gerhard Brewka
  • Markus Ulbricht

In his seminal 1995 paper, Dung laid the foundations of abstract argumentation, a by now major research area in knowledge representation. He pointed out that there is a problematic issue with self-defeating arguments underlying all traditional semantics. A self-defeat occurs if an argument attacks itself either directly or indirectly via an odd attack loop, unless the loop is broken up by some argument attacking the loop from outside. Motivated by the fact that such arguments represent self-contradictory or paradoxical arguments, he asked for reasonable semantics which overcome the problem that such arguments may indeed invalidate any argument they attack. This paper provides a solution to this problem. More precisely, we introduce alternative foundations for abstract argumentation, namely weak admissibility and weak defense. After showing that these key concepts are compatible as in the classical case we introduce new versions of the classical Dung-style semantics including complete, preferred and grounded semantics. We provide a rigorous study of these new concepts including interrelationships as well as the relations to their Dung-style counterparts. We also conduct an analysis of the relationship of our concepts with similar concepts found in the literature. We show that weak admissibility, although defined in entirely different terms, is in fact equivalent to a notion of acceptability which was defined by Kakas and Mancarella yet never studied in depth. The new semantics presented here overcome the issue with self-defeating arguments, and they are semantically insensitive to syntactic deletions of self-attacking arguments, a special case of self-defeat. 1

KR Conference 2021 Conference Paper

Choices and their Consequences - Explaining Acceptable Sets in Abstract Argumentation Frameworks

  • Ringo Baumann
  • Markus Ulbricht

We develop a notion of explanations for acceptance of arguments in an abstract argumentation framework. To this end we show that extensions returned by Dung's standard semantics can be decomposed into i) non-deterministic choices made on even cycles of the given argumentation graph and then ii) deterministic iteration of the so-called characteristic function. Naturally, the choice made in i) can be viewed as an explanation for the corresponding extension and thus the arguments it contains. We proceed to propose desirable criteria a reasonable notion of an explanation should satisfy. We present an exhaustive study of the newly introduced notion w. r. t. these criteria. Finally some interesting decision problems arise from our analysis and we examine their computational complexity, obtaining some surprising tractability results.

IJCAI Conference 2021 Conference Paper

Comparing Weak Admissibility Semantics to their Dung-style Counterparts (Extended Abstract)

  • Ringo Baumann
  • Gerhard Brewka
  • Markus Ulbricht

Semantics based on weak admissibility were recently introduced to overcome a problem with self-defeating arguments that has not been solved for more than 25 years. The recursive definition of weak admissibility mainly relies on the notion of a reduct regarding a set E which only contains arguments which are neither in E, nor attacked by E. At first glance the reduct seems to be tailored for the weaker versions of Dung-style semantics only. In this paper we show that standard Dung semantics can be naturally reformulated using the reduct revealing that this concept is already implicit. We further identify a new abstract principle for semantics, so-called modularization describing how to obtain further extensions given an initial one. Its importance for the study of abstract argumentation semantics is shown by its ability to alternatively characterize classical and non-classical semantics.

FLAP Journal 2021 Journal Article

Enforcement in Formal Argumentation.

  • Ringo Baumann
  • Sylvie Doutre
  • Jean-Guy Mailly
  • Johannes P. Wallner

Within argumentation dynamics, a major strand of research is concerned with how changing an argumentation framework affects the acceptability of arguments, and how to modify an argumentation framework in order to guarantee that some arguments have a given acceptance status. In this chapter, we overview the main approaches for enforcement in formal argumentation. We mainly focus on extension enforcement, i.e., on how to modify an argumentation framework to ensure that a given set of arguments becomes (part of) an extension. We present different forms of extension enforcement defined in the literature, as well as several possibility and impossibility results. The question of minimal change is also considered, i.e., what is the minimal number of modifications that must be made to the argumentation framework for enforcing an extension. Computational complexity and algorithms based on a declarative approach are discussed. Finally, we briefly describe several notions that do not directly fit our definition of extension enforcement, but are closely related.

IJCAI Conference 2021 Conference Paper

On Cycles, Attackers and Supporters --- A Contribution to The Investigation of Dynamics in Abstract Argumentation

  • Ringo Baumann
  • Markus Ulbricht

Abstract argumentation as defined by Dung in his seminal 1995 paper is by now a major research area in knowledge representation and reasoning. Dynamics of abstract argumentation frameworks (AFs) as well as syntactical consequences of semantical facts of them are the central issues of this paper. The first main part is engaged with the systematical study of the influence of attackers and supporters regarding the acceptability status of whole sets and/or single arguments. In particular, we investigate the impact of addition or removal of arguments, a line of research that has been around for more than a decade. Apart from entirely new results, we revisit, generalize and sum up similar results from the literature. To gain a comprehensive formal and intuitive understanding of the behavior of AFs we put special effort in comparing different kind of semantics. We concentrate on classical admissibility-based semantics and also give pointers to semantics based on naivity and weak admissibility, a recently introduced mediating approach. In the second main part we show how to infer syntactical information from semantical one. For instance, it is well-known that if a finite AF possesses no stable extension, then it has to contain an odd-cycle. In this paper, we even present a characterization of this issue. Moreover, we show that the change of the number of extensions if adding or removing an argument allows to conclude the existence of certain even or odd cycles in the considered AF without having further information.

KR Conference 2020 Conference Paper

Comparing Weak Admissibility Semantics to their Dung-style Counterparts -- Reduct, Modularization, and Strong Equivalence in Abstract Argumentation

  • Ringo Baumann
  • Gerhard Brewka
  • Markus Ulbricht

Semantics based on weak admissibility were recently introduced to overcome a problem with self-defeating arguments that has not been solved for more than 25 years. The recursive definition of weak admissibility mainly relies on the notion of a reduct regarding a set E which only contains arguments which are neither in E, nor attacked by E. At first glance the reduct seems to be tailored for the weaker versions of Dung-style semantics only. In this paper we show that standard Dung semantics can be naturally reformulated using the reduct revealing that this concept is already implicit. We further identify a new abstract principle for semantics, so-called modularization describing how to obtain further extensions given an initial one. Its importance for the study of abstract argumentation semantics is shown by its ability to alternatively characterize classical and non-classical semantics. Moreover, we tackle the notion of strong equivalence via characterizing kernels and give a complete classification of the weak versions regarding well-known properties and postulates known from the literature.

AAAI Conference 2020 Conference Paper

Forgetting an Argument

  • Ringo Baumann
  • Dov Gabbay
  • Odinaldo Rodrigues

The notion of forgetting, as considered in the famous paper by Lin and Reiter in 1994 has been extensively studied in classical logic and more recently, in non-monotonic formalisms like logic programming. In this paper, we convey the idea of forgetting to another major AI formalism, namely Dungstyle argumentation frameworks. Our approach is axiomaticdriven and not limited to any specific semantics: we propose semantical and syntactical desiderata encoding different criteria for what forgetting an argument might mean; analyze how these criteria relate to each other; and check whether the criteria can be satisfied in general. The analysis is done for a number of widely used argumentation semantics. Our investigation shows that almost all desiderata are individually satis- fiable. However, combinations of semantical and/or syntactical conditions reveal a much more interesting landscape. For instance, we found that the ad hoc approach to forgetting an argument, i. e. , by the syntactical removal of the argument and all of its associated attacks, is too restrictive and only compatible with the two weakest semantical desiderata. Amongst the several interesting combinations identified, we showed that one satisfies a notion of minimal change and presented an algorithm that given an AF F and argument x, constructs a suitable AF G satisfying the conditions in the combination.

AAAI Conference 2020 Conference Paper

Revisiting the Foundations of Abstract Argumentation – Semantics Based on Weak Admissibility and Weak Defense

  • Ringo Baumann
  • Gerhard Brewka
  • Markus Ulbricht

In his seminal 1995 paper, Dung paved the way for abstract argumentation, a by now major research area in knowledge representation. He pointed out that there is a problematic issue with self-defeating arguments underlying all traditional semantics. A self-defeat occurs if an argument attacks itself either directly or indirectly via an odd attack loop, unless the loop is broken up by some argument attacking the loop from outside. Motivated by the fact that such arguments represent self-contradictory or paradoxical arguments, he asked for reasonable semantics which overcome the problem that such arguments may indeed invalidate any argument they attack. This paper tackles this problem from scratch. More precisely, instead of continuing to use previous concepts defined by Dung we provide new foundations for abstract argumentation, so-called weak admissibility and weak defense. After showing that these key concepts are compatible as in the classical case we introduce new versions of the classical Dung-style semantics including complete, preferred and grounded semantics. We provide a rigorous study of these new concepts including interrelationships as well as the relations to their Dung-style counterparts. The newly introduced semantics overcome the issue with self-defeating arguments, and they are semantically insensitive to syntactic deletions of self-attacking arguments, a special case of self-defeat.

AIJ Journal 2019 Journal Article

A general notion of equivalence for abstract argumentation

  • Ringo Baumann
  • Wolfgang Dvořák
  • Thomas Linsbichler
  • Stefan Woltran

We introduce a parametrized equivalence notion for abstract argumentation that subsumes standard and strong equivalence as corner cases. Under this notion, two argumentation frameworks are equivalent if they deliver the same extensions under any addition of arguments and attacks that do not affect a given set of core arguments. We also provide exact characterizations and complexity results. The proposed notion of equivalence is motivated by its capability to capture the concept of local simplifications. In fact, our equivalence notion allows to decide whether a sub-framework can be replaced by another one without changing the extensions in the framework which undergoes this change. Moreover, as our characterizations demonstrate deciding this form of equivalence does not require an analysis of the entire framework. This makes it an appealing formal underpinning for establishing general replacement patterns in argumentation frameworks.

JELIA Conference 2019 Conference Paper

AGM Meets Abstract Argumentation: Contraction for Dung Frameworks

  • Ringo Baumann
  • Felix Linker

Abstract The aim of the paper is to combine two of the most important areas of knowledge representation, namely belief revision and argumentation. We present a first study of AGM-style contraction for abstract argumentation frameworks (AFs). Contraction deals with removing former beliefs from a given knowledge base. Our presented approach is based on a reformulation of the original AGM postulates. In contrast to the AGM setup, where propositional logic is used, we build upon the recently developed Dung-logics. These logics have been introduced to tackle the somehow inverse problem, namely adding new beliefs. Importantly, they satisfy the characterization property that ordinary equivalence in Dung logics coincides with strong equivalence for the respective argumentation semantics. Although using the same setup we prove a negative result regarding the unrestricted existence of contraction operators. This means, an analog to the Harper Identity, which allows to construct a contraction operator from a given revision operator, is not available. However, dropping the somewhat controversial recovery postulate leads to the existence of reasonable operators.

AAAI Conference 2019 Conference Paper

Extension Removal in Abstract Argumentation – An Axiomatic Approach

  • Ringo Baumann
  • Gerhard Brewka

This paper continues the rather recent line of research on the dynamics of non-monotonic formalisms. In particular, we consider semantic changes in Dung’s abstract argumentation formalism. One of the most studied problems in this context is the so-called enforcing problem which is concerned with manipulating argumentation frameworks (AFs) such that a certain desired set of arguments becomes an extension. Here we study the inverse problem, namely the extension removal problem: is it possible – and if so how – to modify a given argumentation framework in such a way that certain undesired extensions are no longer generated? Analogously to the well known AGM paradigm we develop an axiomatic approach to the removal problem, i. e. a certain set of axioms will determine suitable manipulations. Although contraction (that is, the elimination of a particular belief) is conceptually quite different from extension removal, there are surprisingly deep connections between the two: it turns out that postulates for removal can be directly obtained as reformulations of the AGM contraction postulates. We prove a series of formal results including conditional and unconditional existence and semantical uniqueness of removal operators as well as various impossibility results – and show possible ways out.

JAIR Journal 2019 Journal Article

If Nothing Is Accepted -- Repairing Argumentation Frameworks

  • Markus Ulbricht
  • Ringo Baumann

Conflicting information in an agent's knowledge base may lead to a semantical defect, that is, a situation where it is impossible to draw any plausible conclusion. Finding out the reasons for the observed inconsistency (so-called diagnoses) and/or restoring consistency in a certain minimal way (so-called repairs) are frequently occurring issues in knowledge representation and reasoning. In this article we provide a series of first results for these problems in the context of abstract argumentation theory regarding the two most important reasoning modes, namely credulous as well as sceptical acceptance. Our analysis includes the following problems regarding minimal repairs/diagnoses: existence, verification, computation of one and enumeration of all solutions. The latter problem is tackled with a version of the so-called hitting set duality first introduced by Raymond Reiter in 1987. It turns out that grounded semantics plays an outstanding role not only in terms of complexity, but also as a useful tool to reduce the search space for diagnoses regarding other semantics.

KR Conference 2018 Conference Paper

If Nothing is Accepted – Repairing Argumentation Frameworks

  • Ringo Baumann
  • Markus Ulbricht

probabilistic conditional logic (Potyka and Thimm 2014) to mention a few. Conflicting information in an agent’s knowledge base may lead to a semantical defect, that is, a situation where it is impossible to draw any plausible conclusion. Finding out the reasons for the observed inconsistency (so-called diagnosis) and/or restoring consistency in a certain minimal way (socalled repairs) are frequently occurring issues in knowledge representation and reasoning. In this paper we provide a series of first results for these problems in the context of abstract argumentation theory regarding the two most important reasoning modes, namely credulous as well as sceptical acceptance. Our analysis includes the following problems regarding minimal repairs/diagnosis: existence, verification, computation of one and enumeration of all solutions. The latter problem is tackled with a version of the so-called hitting set duality first introduced by Raymond Reiter in 1987. It turns out that grounded semantics plays an outstanding role not only in terms of complexity, but also as a useful tool to reduce the search space for diagnosis regarding other semantics. 1 In this paper we focus on the non-monotonic theory of abstract argumentation (Dung 1995). More precisely, we consider an abstract argumentation framework (AF) as an agent’s knowledge base and the associated extensions correspond to her beliefs (cf. (Coste-Marquis et al. 2014; Nouioua and Würbel 2014; Diller et al. 2018) for similar approaches). In brief, Dung-style AFs consist of arguments and attacks which are treated as primitives, i. e., the internal structure of arguments is not considered. The major focus is on resolving conflicts. To this end a variety of semantics have been defined, each of them specifying acceptable sets of arguments, so-called extensions, in a particular way. The starting point of our study is a semantical defect of an agent’s AF which prevents her from drawing any plausible conclusion in the sense that nothing is accepted. Our aim is to obtain an agent which is able to act. Therefore we want to know what are minimal diagnoses of the given knowledge base, i. e., which parts are causing the semantical defect. The knowledge about these diagnoses may make it easier to decide what to do next. For instance, a certain minimal diagnosis may consist of arguments which are somehow out of date in comparison to the others. Consequently, one may tend to discard these arguments. This is why our repair approach focusses on removal of certain arguments. In general, it is easily conceivable that one may create a certain internal hierarchy over the stored arguments encoding the willingness to drop them. For instance, let us assume that dropping either the argument A1 or the argument A2 represent minimal repairs. Let us further assume that A1 represents ”Do not drive over the lawn, because this would destroy the lawn. ” and A2 stands for “Drive over the lawn, whenever you may save lifes with this action. ” In this situation it might be reasonable to drop A1.

IJCAI Conference 2017 Conference Paper

A General Notion of Equivalence for Abstract Argumentation

  • Ringo Baumann
  • Wolfgang Dvořák
  • Thomas Linsbichler
  • Stefan Woltran

We introduce a parametrized equivalence notion for abstract argumentation that subsumes standard and strong equivalence as corner cases. Under this notion, two argumentation frameworks are equivalent if they deliver the same extensions under any addition of arguments and attacks that do not affect a given set of core arguments. As we will see, this notion of equivalence nicely captures the concept of local simplifications. We provide exact characterizations and complexity results for deciding our new notion of equivalence.

IJCAI Conference 2017 Conference Paper

A Study of Unrestricted Abstract Argumentation Frameworks

  • Ringo Baumann
  • Christof Spanring

Research in abstract argumentation typically per-tains to finite argumentation frameworks (AFs). Ac-tual or potential infinite AFs frequently occur if theyare used for the purpose of nonmonotonic entail-ment, so-called instantiation-based argumentation, or if they are involved as modeling tool for dia-logues, n-person-games or action sequences. Apartfrom these practical cases a profound analysis yieldsa better understanding of how the nonmonotonic the-ory of abstract argumentation works in general. Inthis paper we study a bunch of abstract propertieslike SCC-recursiveness, expressiveness or intertrans-latability for unrestricted AFs.

FLAP Journal 2017 Journal Article

On the Nature of Argumentation Semantics: Existence and Uniqueness, Expressibility, and Replaceability.

  • Ringo Baumann

This article is devoted to argumentation semantics which play the flagship role in Dung’s abstract argumentation theory. Almost all of them are motivated by an easily understandable intuition of what should be acceptable in the light of conflicts. However, although these intuitions equip us with short and comprehensible formal definitions it turned out that their intrinsic properties such as existence and uniqueness, expressibility, and replaceability are not that easily accessible. The article reviews the mentioned properties for almost all semantics available in the literature. In doing so we include two main axes: namely first, the distinction between extension-based and labelling-based versions and secondly, the distinction of different kind of argumentation frameworks such as finite or unrestricted ones.

KR Conference 2016 Conference Paper

Characterizing Equivalence Notions for Labelling-Based Semantics

  • Ringo Baumann

A central question in knowledge representation is the following: given some knowledge representation formalism, is it possible, and if so how, to simplify parts of a knowledge base without affecting its meaning, even in the light of additional information? The term strong equivalence was coined in the literature, i. e. strongly equivalent knowledge bases can be locally replaced by each other in a bigger theory without changing the semantics of the latter. In contrast to classical (monotone) logics where standard and strong equivalence coincide, it is possible to find ordinary but not strongly equivalent objects for any nonmonotonic formalism available in the literature. This paper addresses these questions in the context of abstract argumentation theory. Much effort has been spent to characterize several argumentation tailored equivalence notions w. r. t. extension-based semantics. In recent times labelling-based semantics have received increasing attention, for example in connection with algorithms computing extensions, proof procedures, dialogue games, dynamics in argumentation as well as belief revision in general. Of course, equivalence notions allowing for replacements are of high interest for the mentioned topics. In this paper we provide kernel-based characterization theorems for semantics based on complete labellings as well as admissible labellings w. r. t. eight different equivalence notions including the aforementioned most prominent one, namely strong equivalence. Is it possible, and if so, under which conditions, to locally replace parts of a given AF, s. t. the modified version and the initial framework cannot be semantically distinguished, even in the light of additional information? For this task w. r. t. other formalisms the term strong equivalence was coined in the literature, i. e. strongly equivalent theories can be replaced by each other within a bigger theory without changing the meaning of the latter. In contrast to classical (monotone) logics where standard and strong equivalence coincide, it is possible to find ordinarily but not strongly equivalent theories for any nonmonotonic formalism available in the literature. Consequently, much effort has been devoted to characterizing strong equivalence for nonmonotonic formalisms, such as logic programs (Lifschitz, Pearce, and Valverde 2001), causal theories (Turner 2004), default logic (Turner 2001) and nonmonotonic logics in general (Truszczynski 2006; Baumann and Strass 2016). The characterization theorems in case of abstract argumentation (Oikarinen and Woltran 2011) are quite different from those for the aforementioned formalisms since being strongly equivalent can be decided syntactically in abstract argumentation. More precisely, the authors introduced the notion of a kernel of an AF F, which is (informally speaking) a subgraph of F where certain attacks are deleted, and showed that syntactical identity of suitably chosen kernels characterizes strong equivalence w. r. t. the considered semantics. Later it was pointed out that in many argumentation scenarios the potentially occurring type of modification can be anticipated and, more importantly, does not range over arbitrary expansions as required for strong equivalence (Baumann 2012; 2014a). This applies, for instance, if we use argumentation theory for the purpose of nonmonotonic entailment, so-called instantiation-based argumentation (Caminada and Amgoud 2007), where AFs are built from an underlying

AIJ Journal 2016 Journal Article

On rejected arguments and implicit conflicts: The hidden power of argumentation semantics

  • Ringo Baumann
  • Wolfgang Dvořák
  • Thomas Linsbichler
  • Christof Spanring
  • Hannes Strass
  • Stefan Woltran

argumentation frameworks (afs) are one of the most studied formalisms in AI and are formally simple tools to model arguments and their conflicts. The evaluation of an af yields extensions (with respect to a semantics) representing alternative acceptable sets of arguments. For many of the available semantics two effects can be observed: there exist arguments in the given af that do not appear in any extension (rejected arguments); there exist pairs of arguments that do not occur jointly in any extension, albeit there is no explicit conflict between them in the given af (implicit conflicts). In this paper, we investigate the question whether these situations are only a side-effect of particular afs, or whether rejected arguments and implicit conflicts contribute to the expressiveness of the actual semantics. We do so by introducing two subclasses of afs, namely compact and analytic frameworks. The former class contains afs that do not contain rejected arguments with respect to a semantics at hand; afs from the latter class are free of implicit conflicts for a given semantics. Frameworks that are contained in both classes would be natural candidates towards normal forms for afs since they minimize the number of arguments on the one hand, and on the other hand maximize the information on conflicts, a fact that might help argumentation systems to evaluate afs more efficiently. Our main results show that under stable, preferred, semi-stable, and stage semantics neither of the classes is able to capture the full expressive power of these semantics; we thus also refute a recent conjecture by Baumann et al. on implicit conflicts. Moreover, we give a detailed complexity analysis for the problem of deciding whether an af is compact, resp. analytic. Finally, we also study the signature of these subclasses for the mentioned semantics and shed light on the question under which circumstances an arbitrary framework can be transformed into an equivalent compact, resp. analytic, af.

IJCAI Conference 2015 Conference Paper

AGM Meets Abstract Argumentation: Expansion and Revision for Dung Frameworks

  • Ringo Baumann
  • Gerhard Brewka

In this paper we combine two of the most important areas of knowledge representation, namely belief revision and (abstract) argumentation. More precisely, we show how AGM-style expansion and revision operators can be defined for Dung’s abstract argumentation frameworks (AFs). Our approach is based on a reformulation of the original AGM postulates for revision in terms of monotonic consequence relations for AFs. The latter are defined via a new family of logics, called Dung logics, which satisfy the important property that ordinary equivalence in these logics coincides with strong equivalence for the respective argumentation semantics. Based on these logics we define expansion as usual via intersection of models. We show the existence of such operators. This is far from trivial and requires to study realizability in the context of Dung logics. We then study revision operators. We show why standard approaches based on a distance measure on models do not work for AFs and present an operator satisfying all postulates for a specific Dung logic.

ECAI Conference 2014 Conference Paper

Compact Argumentation Frameworks

  • Ringo Baumann
  • Wolfgang Dvorák
  • Thomas Linsbichler
  • Hannes Strass
  • Stefan Woltran

Abstract argumentation frameworks (AFs) are one of the most studied formalisms in AI. In this work, we introduce a certain subclass of AFs which we call compact. Given an extension-based semantics, the corresponding compact AFs are characterized by the feature that each argument of the AF occurs in at least one extension. This not only guarantees a certain notion of fairness; compact AFs are thus also minimal in the sense that no argument can be removed without changing the outcome. We address the following questions in the paper: (1) How are the classes of compact AFs related for different semantics? (2) Under which circumstances can AFs be transformed into equivalent compact ones? (3) Finally, we show that compact AFs are indeed a non-trivial subclass, since the verification problem remains coNP-hard for certain semantics.

ECAI Conference 2014 Conference Paper

Context-free and Context-sensitive Kernels: Update and Deletion Equivalence in abstract Argumentation

  • Ringo Baumann

Notions of equivalence which guarantee intersubstitutability w. r. t. further modifications have received considerable interest in nonmonotonic reasoning. This paper is within the context of abstract argumentation and we focus on the most general form of a dynamic scenarios, so-called updates as well as certain sub-classes, namely local, normal and arbitrary deletions. We provide characterization theorems for the corresponding equivalence notions and draw the relations to the recently proposed kinds of expansion equivalence [15, 3]. Many of the results rely on abstract concepts like context-free kernels or semantics satisfying isolate-inclusion. Therefore, the results may apply to future semantics as well as further equivalence notions.

AIJ Journal 2012 Journal Article

Normal and strong expansion equivalence for argumentation frameworks

  • Ringo Baumann

Given a semantics σ, two argumentation frameworks (AFs) F and G are said to be standard equivalent if they possess the same extensions and strongly equivalent if, for any AF H, F conjoined with H and G conjoined with H are standard equivalent. Argumentation is a dynamic process and, in general, new arguments occur in response to a former argument or, more precisely, attack a former argument. For this reason, rather than considering arbitrary expansions we focus here on expansions where new arguments and attacks may be added but the attacks among the old arguments remain unchanged. We define and characterize two new notions of equivalence between AFs (which lie in-between standard and strong equivalence), namely normal and strong expansion equivalence. Furthermore, using the characterization theorems proved in this paper, we draw the connections between all mentioned notions of equivalence including further equivalence relations, so-called weak and local expansion equivalence.

ECAI Conference 2012 Conference Paper

What Does it Take to Enforce an Argument? Minimal Change in abstract Argumentation

  • Ringo Baumann

Argumentation is a dynamic process. The enforcing problem in argumentation, i. e. the question whether it is possible to modify a given argumentation framework (AF) in such a way that a desired set of arguments becomes an extension or a subset of an extension, was first studied in [3] and positively answered under certain conditions. In this paper, we take up this research and study the more general problem of minimal change. That is, in brief, i) is it possible to enforce a desired set of arguments, and if so, ii) what is the minimal number of modifications (additions or removals of attacks) to reach such an enforcement, the so-called characteristic. We show for several Dung semantics that this problem can be decided by local criteria encoded by the so-called value functions. Furthermore, we introduce the corresponding equivalence notions between two AFs which guarantee equal minimal efforts needed to enforce certain subsets, namely minimal-E-equivalence and the more general minimal change equivalence. We present characterization theorems for several Dung semantics and finally, we show the relations to standard and the recently proposed strong equivalence [9] for a whole range of semantics.

KR Conference 2010 Conference Paper

State Defaults and Ramifications in the Unifying Action Calculus

  • Ringo Baumann
  • Gerhard Brewka
  • Hannes Strass
  • Michael Thielscher
  • Vadim Zaslawski

We present a framework for reasoning about actions that not only solves the frame and ramification problems, but also the state default problem—the problem to determine what normally holds at a given time point. Yet, the framework is general enough not to be tied to a specific time structure. This is achieved as follows: We use effect axioms that draw ideas both from Reiter’s successor state axioms and the nonmonotonic causal theories by Giunchiglia et al. These axioms are formulated in a recently proposed unifying action calculus to guarantee independence of a specific underlying notion of time. Reiter’s default logic is then wrapped around the resulting calculus and plays a key role in solving the ramification as well as the state default problem.

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