Defeasible reasoning and decision support systems
Decision Support Systems
gIBIS: a hypertext tool for exploratory policy discussion
ACM Transactions on Information Systems (TOIS)
Proceedings of the first international conference on Principles of knowledge representation and reasoning
A mathematical treatment of defeasible reasoning and its implementation
Artificial Intelligence
Arguments, contradictions and practical reasoning
ECAI '92 Proceedings of the 10th European conference on Artificial intelligence
Argumentation-based design rationale: what use at what cost?
International Journal of Human-Computer Studies
Handbook of logic in artificial intelligence and logic programming (vol. 3)
Toward formalizing dialectical argumentation
Toward formalizing dialectical argumentation
From logic to dialectics in legal argument
ICAIL '95 Proceedings of the 5th international conference on Artificial intelligence and law
Abstract argumentation systems
Artificial Intelligence
An abstract, argumentation-theoretic approach to default reasoning
Artificial Intelligence
The Zeno argumentation framework
Proceedings of the 6th international conference on Artificial intelligence and law
Design rationale: concepts, techniques, and use
Design rationale: concepts, techniques, and use
KQML as an agent communication language
Software agents
Representing and applying knowledge for argumentation in a social context
AI & Society - Special double issue on knowledge, elicitation, representation and application
Software blueprints: lightweight uses of logic in conceptual modeling
Software blueprints: lightweight uses of logic in conceptual modeling
ACM Computing Surveys (CSUR)
Representing Uncertain Knowledge: An Artificial Intelligence Approach
Representing Uncertain Knowledge: An Artificial Intelligence Approach
Inconsistency Handling in Multiperspective Specifications
IEEE Transactions on Software Engineering
Agent Communication Languages: The Current Landscape
IEEE Intelligent Systems
A Unified Framework for Hypothetical and Practical Reasoning (2): Lessons from Medical Applications
FAPR '96 Proceedings of the International Conference on Formal and Applied Practical Reasoning
A Unified Framework for Hypothetical and Practical Reasoning (1): Theoretical Foundations
FAPR '96 Proceedings of the International Conference on Formal and Applied Practical Reasoning
Preferred Arguments are Harder to Compute than Stable Extension
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Acceptability of arguments as `logical uncertainty'
ECSQARU '93 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
A Framework for Argumentation-Based Negotiation
ATAL '97 Proceedings of the 4th International Workshop on Intelligent Agents IV, Agent Theories, Architectures, and Languages
A perspective on software agents research
The Knowledge Engineering Review
A tutorial on default reasoning
The Knowledge Engineering Review
Reliable and accountable system design
The Knowledge Engineering Review
Resolving conflicting arguments under uncertainties
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Representing Epistemic Uncertainty by Means of Dialectical Argumentation
Annals of Mathematics and Artificial Intelligence
Chance Discovery Using Dialectical Argumentation
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Hybrid argumentation systems for structured news reports
The Knowledge Engineering Review
Argumentation structures that integrate dialectical and non-dialectical reasoning
The Knowledge Engineering Review
A logic programming framework for possibilistic argumentation with vague knowledge
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Argumentation and the Dynamics of Warranted Beliefs in Changing Environments
Autonomous Agents and Multi-Agent Systems
Annals of Mathematics and Artificial Intelligence
The generic/actual argument model of practical reasoning
Decision Support Systems
Towards an argument interchange format
The Knowledge Engineering Review
Argument-based critics and recommenders: a qualitative perspective on user support systems
Data & Knowledge Engineering - Special issue: WIDM 2004
Laying the foundations for a World Wide Argument Web
Artificial Intelligence
Argument diagramming in logic, law and artificial intelligence
The Knowledge Engineering Review
Guest Editors' Introduction: Argumentation Technology
IEEE Intelligent Systems
ASBO: Argumentation System Based on Ontologies
CIA '08 Proceedings of the 12th international workshop on Cooperative Information Agents XII
Automatic Argumentation Detection and its Role in Law and the Semantic Web
Proceedings of the 2009 conference on Law, Ontologies and the Semantic Web: Channelling the Legal Information Flood
Towards Representing and Querying Arguments on the Semantic Web
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
On the Formalization of an Argumentation System for Software Agents
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
SUM '09 Proceedings of the 3rd International Conference on Scalable Uncertainty Management
The generic/actual argument model of practical reasoning
Decision Support Systems
Representing dialogic argumentation
Knowledge-Based Systems
Expert Systems with Applications: An International Journal
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Argumentation-Supported information distribution in a multiagent system for knowledge management
ArgMAS'05 Proceedings of the Second international conference on Argumentation in Multi-Agent Systems
Introduction to inconsistency tolerance
Inconsistency Tolerance
Review: informal logic dialogue games in human-computer dialogue
The Knowledge Engineering Review
An argument-based multi-agent system for information integration
ArgMAS'10 Proceedings of the 7th 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 argumentative approach of conceptual modelling and model validation through theory building
DESRIST'13 Proceedings of the 8th international conference on Design Science at the Intersection of Physical and Virtual Design
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Argumentation is concerned with reasoning in the presence of imperfect information by constructing and weighing up arguments. It is an approach for inconsistency management in which conflict is explored rather than eradicated. This form of reasoning has proved applicable to many problems in knowledge engineering that involve uncertain, incomplete or inconsistent knowledge. This paper concentrates on different issues that can be tackled by automated argumentation systems and highlights important directions in argument-oriented research in knowledge engineering.