CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation [chapter]

Atılım Güneş Baydin, Ramon López de Mántaras, Simeon Simoff, Carles Sierra
2011 Lecture Notes in Computer Science  
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
more » ... 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.
doi:10.1007/978-3-642-23291-6_28 fatcat:gtwy33auwva3nmfdnp6rwr5ufu