Semantical considerations on nonmonotonic logic
Artificial Intelligence
Representing the structure of a legal argument
ICAIL '89 Proceedings of the 2nd international conference on Artificial intelligence and law
The design of an attorney's statistical consultant
ICAIL '89 Proceedings of the 2nd international conference on Artificial intelligence and law
The complexity of Gentzen systems for propositional logic
Theoretical Computer Science
A mathematical treatment of defeasible reasoning and its implementation
Artificial Intelligence
Artificial Intelligence
BankXX: a program to generate argument through case-base research
ICAIL '93 Proceedings of the 4th international conference on Artificial intelligence and law
A simple computational model for nonmonotonic and adversarial legal reasoning
ICAIL '93 Proceedings of the 4th international conference on Artificial intelligence and law
DiaLaw: a dialogical framework for modeling legal reasoning
ICAIL '95 Proceedings of the 5th international conference on Artificial intelligence and law
From logic to dialectics in legal argument
ICAIL '95 Proceedings of the 5th international conference on Artificial intelligence and law
An implementation of Eisner v. Macomber
ICAIL '95 Proceedings of the 5th international conference on Artificial intelligence and law
Default reasoning using classical logic
Artificial Intelligence
Graph theoretical structures in logic programs and default theories
Theoretical Computer Science
Abstract argumentation systems
Artificial Intelligence
Nonmonotonic reasoning, conditional objects and possibility theory
Artificial Intelligence
An abstract, argumentation-theoretic approach to default reasoning
Artificial Intelligence
Reaching agreements through argumentation: a logical model and implementation
Artificial Intelligence
gIBIS: a hypertext tool for team design deliberation
HYPERTEXT '87 Proceedings of the ACM conference on Hypertext
Dialectic semantics for argumentation frameworks
ICAIL '99 Proceedings of the 7th international conference on Artificial intelligence and law
On the complexity of choosing the branching literal in DPLL
Artificial Intelligence
International Journal of Human-Computer Studies - Special issue on collaboration, cooperation and conflict in dialogue systems
ACM Computing Surveys (CSUR)
A logic-based theory of deductive arguments
Artificial Intelligence
Pleadings Game: An Artificial Intelligence Model of Procedural Justice
Pleadings Game: An Artificial Intelligence Model of Procedural Justice
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
An analysis of formal inter-agent dialogues
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Desiderata for agent argumentation protocols
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
A study on the termination of negotiation dialogues
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3
Introduction to Multiagent Systems
Introduction to Multiagent Systems
A logic for uncertain probabilities
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Representing Epistemic Uncertainty by Means of Dialectical Argumentation
Annals of Mathematics and Artificial Intelligence
A Reasoning Model Based on the Production of Acceptable Arguments
Annals of Mathematics and Artificial Intelligence
Games That Agents Play: A Formal Framework for Dialogues between Autonomous Agents
Journal of Logic, Language and Information
On the computational complexity of assumption-based argumentation for default reasoning
Artificial Intelligence
Coherence in finite argument systems
Artificial Intelligence
Credulous and Sceptical Argument Games for Preferred Semantics
JELIA '00 Proceedings of the European Workshop on Logics in Artificial Intelligence
Preferred Arguments are Harder to Compute than Stable Extension
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
ClaiMaker: Weaving a Semantic Web of Research Papers
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
Preferred Extensions of Argumentation Frameworks: Query Answering and Computation
IJCAR '01 Proceedings of the First International Joint Conference on Automated Reasoning
A Dialogue Game Protocol for Agent Purchase Negotiations
Autonomous Agents and Multi-Agent Systems
Optimal utterances in dialogue protocols
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Argumentation based decision making for autonomous agents
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Teaching case-based argumentation through a model and examples
Teaching case-based argumentation through a model and examples
Two party immediate response disputes: properties and efficiency
Artificial Intelligence
AI and law: a fruitful synergy
Artificial Intelligence - Special issue on AI and law
Artificial argument assistants for defeasible argumentation
Artificial Intelligence - Special issue on AI and law
Interpreting and generating indirect answers
Computational Linguistics
Artificial Intelligence - Special issue on logical formalizations and commonsense reasoning
Using arguments for making decisions: a possibilistic logic approach
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Prevarication in dispute protocols
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
The value of privacy: optimal strategies for privacy minded agents
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Prudent Semantics for Argumentation Frameworks
ICTAI '05 Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence
SCC-recursiveness: a general schema for argumentation semantics
Artificial Intelligence
Sensemaking tools for understanding research literatures: Design, implementation and user evaluation
International Journal of Human-Computer Studies
Dialectic proof procedures for assumption-based, admissible argumentation
Artificial Intelligence
Towards a formal account of reasoning about evidence: argumentation schemes and generalisations
Artificial Intelligence and Law - Law, logic and defeasibility
Security in multiagent systems by policy randomization
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
An argumentation based approach for practical reasoning
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
An argumentation based approach for practical reasoning
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Generating and evaluating evaluative arguments
Artificial Intelligence
Argument based machine learning applied to law
Artificial Intelligence and Law - Argumentation in artificial intelligence and law
The eightfold way of deliberation dialogue: Research Articles
International Journal of Intelligent Systems - Computational Models of Natural Argumentation
Towards an argument interchange format
The Knowledge Engineering Review
Audiences in argumentation frameworks
Artificial Intelligence
On the evaluation of argumentation formalisms
Artificial Intelligence
Computing ideal sceptical argumentation
Artificial Intelligence
On principle-based evaluation of extension-based argumentation semantics
Artificial Intelligence
On the merging of Dung's argumentation systems
Artificial Intelligence
Computational properties of argument systems satisfying graph-theoretic constraints
Artificial Intelligence
An application of formal argumentation: Fusing Bayesian networks in multi-agent systems
Artificial Intelligence
An executable specification of a formal argumentation protocol
Artificial Intelligence
Artificial Intelligence
Subjective logic and arguing with evidence
Artificial Intelligence
Laying the foundations for a World Wide Argument Web
Artificial Intelligence
Argument based machine learning
Artificial Intelligence
On the relevance of utterances in formal inter-agent dialogues
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Value-Based Argumentation for Democratic Decision Support
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Computing Preferred Extensions for Argumentation Systems with Sets of Attacking Arguments
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
An algorithm to compute minimally grounded and admissible defence sets in argument systems
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Reasoning in Argumentation Frameworks Using Quantified Boolean Formulas
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
A dialectic procedure for sceptical, assumption-based argumentation
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Handling controversial arguments in bipolar argumentation systems
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
On Acceptability in Abstract Argumentation Frameworks with an Extended Defeat Relation
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Suspicion of Hidden Agenda in Persuasive Argument
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Explaining qualitative decision under uncertainty by argumentation
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
On the complexity of linking deductive and abstract argument systems
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Practical first-order argumentation
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
An axiomatic account of formal argumentation
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Journal of Artificial Intelligence Research
A lattice-based approach to computing warranted beliefs in skeptical argumentation frameworks
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Explaining preferences with argument positions
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Discovering inconsistency through examination dialogues
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A Mathematical Model of Dialog
Electronic Notes in Theoretical Computer Science (ENTCS)
Logical Tools for Modelling Legal Argument: A Study of Defeasible Reasoning in Law
Logical Tools for Modelling Legal Argument: A Study of Defeasible Reasoning in Law
An argumentation-based approach to multiple criteria decision
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Symmetric argumentation frameworks
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Gradual valuation for bipolar argumentation frameworks
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
On the acceptability of arguments in bipolar argumentation frameworks
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Guest Editors' Introduction: Argumentation Technology
IEEE Intelligent Systems
Deterrence and Defeasibility in Argumentation Process for ALIS Project
Computable Models of the Law
Alternative Dispute Resolution in Virtual Organizations
Engineering Societies in the Agents World VIII
Folk Arguments, Numerical Taxonomy and Case-Based Reasoning
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
R2-IBN: Argumentation Based Negotiation Framework for the Extended Enterprise
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Social Viewpoints for Arguing about Coalitions
PRIMA '08 Proceedings of the 11th Pacific Rim International Conference on Multi-Agents: Intelligent Agents and Multi-Agent Systems
ASPARTIX: Implementing Argumentation Frameworks Using Answer-Set Programming
ICLP '08 Proceedings of the 24th International Conference on Logic Programming
Reasoning about preferences in argumentation frameworks
Artificial Intelligence
Dialogue games that agents play within a society
Artificial Intelligence
The Business of Ontology calls for a Formal Pragmatics
Proceedings of the 2008 conference on Formal Ontologies Meet Industry
Theoretical and Computational Properties of Preference-based Argumentation
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Expressing Extension-Based Semantics Based on Stratified Minimal Models
WoLLIC '09 Proceedings of the 16th International Workshop on Logic, Language, Information and Computation
Encoding deductive argumentation in quantified Boolean formulae
Artificial Intelligence
Manifold Answer-Set Programs for Meta-reasoning
LPNMR '09 Proceedings of the 10th International Conference on Logic Programming and Nonmonotonic Reasoning
Agent-based negotiation and decision making for dynamic supply chain formation
Engineering Applications of Artificial Intelligence
The computational complexity of ideal semantics
Artificial Intelligence
An argument-based approach to reasoning with clinical knowledge
International Journal of Approximate Reasoning
A characterisation of strategy-proofness for grounded argumentation semantics
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Labellings and games for extended argumentation frameworks
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Exploration of SWRL Rule Bases through Visualization, Paraphrasing, and Categorization of Rules
RuleML '09 Proceedings of the 2009 International Symposium on Rule Interchange and Applications
The Knowledge Engineering Review
Measuring inconsistency in probabilistic knowledge bases
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
ANGLE: An autonomous, normative and guidable agent with changing knowledge
Information Sciences: an International Journal
Classification and strategical issues of argumentation games on structured argumentation frameworks
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
Using argumentation to model and deploy agent-based B2B applications
Knowledge-Based Systems
The Knowledge Engineering Review
On Extension Counting Problems in Argumentation Frameworks
Proceedings of the 2010 conference on Computational Models of Argument: Proceedings of COMMA 2010
Tractability in Value-based Argumentation
Proceedings of the 2010 conference on Computational Models of Argument: Proceedings of COMMA 2010
Reasoning in Argumentation Frameworks of Bounded Clique-Width
Proceedings of the 2010 conference on Computational Models of Argument: Proceedings of COMMA 2010
Algorithms and Complexity Results for Persuasive Argumentation
Proceedings of the 2010 conference on Computational Models of Argument: Proceedings of COMMA 2010
Computation in Extended Argumentation Frameworks
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Incorporating temporal-bounded CBR techniques in real-time agents
Expert Systems with Applications: An International Journal
Multi-agent based clustering: towards generic multi-agent data mining
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Flexible concept-based argumentation in dynamic scenes
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Using clinical preferences in argumentation about evidence from clinical trials
Proceedings of the 1st ACM International Health Informatics Symposium
Sets of boolean connectives that make argumentation easier
JELIA'10 Proceedings of the 12th European conference on Logics in artificial intelligence
WizArg: Visual Argumentation Framework Solving Wizard
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
Argumentation-based preference modelling with incomplete information
CLIMA'09 Proceedings of the 10th international conference on Computational logic in multi-agent systems
Query-based argumentation in agent programming
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
Instantiating abstract argumentation with classical logic arguments: Postulates and properties
Artificial Intelligence
Algorithms and complexity results for persuasive argumentation
Artificial Intelligence
Dynamics of argumentation systems: A division-based method
Artificial Intelligence
Manifold answer-set programs and their applications
Logic programming, knowledge representation, and nonmonotonic reasoning
Towards argument representational tools for hybrid argumentation systems
HCII'11 Proceedings of the 1st international conference on Human interface and the management of information: interacting with information - Volume Part II
Characterizing strong equivalence for argumentation frameworks
Artificial Intelligence
A brief overview of research in argumentation systems
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
A heuristics-based pruning technique for argumentation trees
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Partial semantics of argumentation
LORI'11 Proceedings of the Third international conference on Logic, rationality, and interaction
An architecture for defeasible-reasoning-based cooperative distributed planning
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I
Interleaving multi-agent systems and social networks for organized adaptation
Computational & Mathematical Organization Theory
Argumentation-based framework for industrial wastewater discharges management
Engineering Applications of Artificial Intelligence
Review: informal logic dialogue games in human-computer dialogue
The Knowledge Engineering Review
An abstract argumentation framework for supporting agreements in agent societies
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Realizing argumentation in multi-agent systems using defeasible logic programming
ArgMAS'09 Proceedings of the 6th international conference on Argumentation in Multi-Agent Systems
Enhancing dung's preferred semantics
FoIKS'10 Proceedings of the 6th international conference on Foundations of Information and Knowledge Systems
Characterization of argumentation semantics in terms of the MMr semantics
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
On a computational argumentation framework for agent societies
ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
Towards pragmatic argumentative agents within a fuzzy description logic framework
ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
Argumentation system allowing suspend/resume of an argumentation line
ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
On strategic argument selection in structured argumentation systems
ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
Deliberation dialogues for reasoning about safety critical actions
Autonomous Agents and Multi-Agent Systems
Augmenting tractable fragments of abstract argumentation
Artificial Intelligence
PISA: A framework for multiagent classification using argumentation
Data & Knowledge Engineering
Selective revision by deductive argumentation
TAFA'11 Proceedings of the First international conference on Theory and Applications of Formal Argumentation
Backing and undercutting in abstract argumentation frameworks
FoIKS'12 Proceedings of the 7th international conference on Foundations of Information and Knowledge Systems
Augmenting tractable fragments of abstract argumentation
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Temporal defeasible argumentation in multi-agent planning
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Multi-agent based classification using argumentation from experience
Autonomous Agents and Multi-Agent Systems
Irrationality in persuasive argumentation
Logic Programs, Norms and Action
The Multivariate Algorithmic Revolution and Beyond
Fundamenta Informaticae - Logic, Language, Information and Computation
A Possibilistic Argumentation Decision Making Framework with Default Reasoning
Fundamenta Informaticae - Latin American Workshop on Logic Languages, Algorithms and New Methods of Reasoning (LANMR)
Minimal hypotheses: extension-based semantics to argumentation
Annals of Mathematics and Artificial Intelligence
Argument-based approach to computer system safety engineering
International Journal of Critical Computer-Based Systems
A probabilistic approach to modelling uncertain logical arguments
International Journal of Approximate Reasoning
Argue to agree: A case-based argumentation approach
International Journal of Approximate Reasoning
Abstract argumentation via monadic second order logic
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
Aggregating evidence about the positive and negative effects of treatments
Artificial Intelligence in Medicine
A semantics for dynamic argumentation frameworks
ArgMAS'11 Proceedings of the 8th international conference on Argumentation in Multi-Agent Systems
Cooperative dialogues for defeasible argumentation-based planning
ArgMAS'11 Proceedings of the 8th international conference on Argumentation in Multi-Agent Systems
ONTOarg: A decision support framework for ontology integration based on argumentation
Expert Systems with Applications: An International Journal
An agent-based model of stereotype communication
PRIMA'11 Proceedings of the 14th international conference on Agent Based Simulation for a Sustainable Society and Multi-agent Smart Computing
A general account of argumentation with preferences
Artificial Intelligence
Can AI Models Capture Natural Language Argumentation?
International Journal of Cognitive Informatics and Natural Intelligence
Can AI Models Capture Natural Language Argumentation?
International Journal of Cognitive Informatics and Natural Intelligence
Enhancing sentiment extraction from text by means of arguments
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Toward incremental computation of argumentation semantics: A decomposition-based approach
Annals of Mathematics and Artificial Intelligence
Applied Computational Intelligence and Soft Computing
Automata for infinite argumentation structures
Artificial Intelligence
On the complexity of probabilistic abstract argumentation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Algorithms for decision problems in argument systems under preferred semantics
Artificial Intelligence
Socially augmented argumentation tools: Rationale, design and evaluation of a debate dashboard
International Journal of Human-Computer Studies
Probabilistic qualification of attack in abstract argumentation
International Journal of Approximate Reasoning
Using argument strength for building dialectical bonsai
Annals of Mathematics and Artificial Intelligence
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Over the last ten years, argumentation has come to be increasingly central as a core study within Artificial Intelligence (AI). The articles forming this volume reflect a variety of important trends, developments, and applications covering a range of current topics relating to the theory and applications of argumentation. Our aims in this introduction are, firstly, to place these contributions in the context of the historical foundations of argumentation in AI and, subsequently, to discuss a number of themes that have emerged in recent years resulting in a significant broadening of the areas in which argumentation based methods are used. We begin by presenting a brief overview of the issues of interest within the classical study of argumentation: in particular, its relationship-in terms of both similarities and important differences-to traditional concepts of logical reasoning and mathematical proof. We continue by outlining how a number of foundational contributions provided the basis for the formulation of argumentation models and their promotion in AI related settings and then consider a number of new themes that have emerged in recent years, many of which provide the principal topics of the research presented in this volume.