The structure-mapping engine: algorithm and examples
Artificial Intelligence
Case-based reasoning
CYC: a large-scale investment in knowledge infrastructure
Communications of the ACM
Strategic negotiation in multiagent environments
Strategic negotiation in multiagent environments
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning: Experiences, Lessons and Future Directions
IEA/AIE '98 Proceedings of the 11th International Conference on Industrial and Engineering Applications of Artificial In telligence and Expert Systems: Tasks and Methods in Applied Artificial Intelligence
CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
A computer model of case-based reasoning in problem solving: an investigation in the domain of dispute mediation (analogy, machine learning, conceptual memory)
Assessing the relevance of cases and principles using operationalization techniques
Assessing the relevance of cases and principles using operationalization techniques
Genetic Programming IV: Routine Human-Competitive Machine Intelligence
Genetic Programming IV: Routine Human-Competitive Machine Intelligence
Retrieval, reuse, revision and retention in case-based reasoning
The Knowledge Engineering Review
IEEE Intelligent Systems
The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind
The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind
AutoMed: an automated mediator for bilateral negotiations under time constraints
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
The latent relation mapping engine: algorithm and experiments
Journal of Artificial Intelligence Research
Mediation = Information Revelation + Analogical Reasoning
Knowledge Representation for Agents and Multi-Agent Systems
The co-creation machine: managing co-creative processes for the crowd
EGOVIS'12/EDEM'12 Proceedings of the 2012 Joint international conference on Electronic Government and the Information Systems Perspective and Electronic Democracy, and Proceedings of the 2012 Joint international conference on Advancing Democracy, Government and Governance
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Mediation is an important method in dispute resolution. We implement a case based reasoning approach to mediation integrating analogical and commonsense reasoning components that allow an artificial mediation agent to satisfy requirements expected from a human mediator, in particular: utilizing experience with cases in different domains; and structurally transforming the set of issues for a better solution. We utilize a case structure based on ontologies reflecting the perceptions of the parties in dispute. The analogical reasoning component, employing the Structure Mapping Theory from psychology, provides a flexibility to respond innovatively in unusual circumstances, in contrast with conventional approaches confined into specialized problem domains. We aim to build a mediation case base incorporating real world instances ranging from interpersonal or intergroup disputes to international conflicts.