Computer Science – Artificial Intelligence
Scientific paper
2011-07-30
Case-Based Reasoning Research and Development, LNCS (LNAI), Volume 6880 (2011), 378-392, Springer Berlin / Heidelberg, ISBN: 9
Computer Science
Artificial Intelligence
15 pages, 3 figures; updated copyright notice
Scientific paper
10.1007/978-3-642-23291-6_28
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.
Baydin Atilim Gunes
de Mantaras Ramon Lopez
Sierra Carles
Simoff Simeon
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