CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation
| Autor: | Baydin, Atilim Gunes, de Mantaras, Ramon Lopez, Simoff, Simeon, Sierra, Carles |
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| Rok vydání: | 2011 |
| Předmět: | |
| Zdroj: | Case-Based Reasoning Research and Development, LNCS (LNAI), Volume 6880 (2011), 378-392, Springer Berlin / Heidelberg, ISBN: 978-3-642-23290-9 |
| Druh dokumentu: | Working Paper |
| DOI: | 10.1007/978-3-642-23291-6_28 |
| Popis: | 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. Comment: 15 pages, 3 figures; updated copyright notice |
| Databáze: | arXiv |
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