Conference proceeding
Amalgam-Based Reuse for Multiagent Case-Based Reasoning
CASE-BASED REASONING RESEARCH AND DEVELOPMENT, ICCBR 2011, v 6880, pp 122-136
01 Jan 2011
Abstract
Different agents in a multiagent system might have different solution quality or preference criteria. Therefore, when solving problems collaboratively using CBR, case reuse must take this into account. In this paper we propose ABARC, a model for multiagent case reuse, which divides case reuse in two stages: individual reuse, where agents generate full solutions internally, and multiagent reuse, where agents engage in a deliberation process in order to reach an agreement on a final solution. Specifically, ABARC is based on the idea of amalgam, which is a way to generate solutions by combining multiple solutions into one. We illustrate ABARC in the domain of interior room design.
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Details
- Title
- Amalgam-Based Reuse for Multiagent Case-Based Reasoning
- Creators
- Sergio Manzano - Universitat Autònoma de BarcelonaSantiago Ontanon - Artificial Intelligence Research InstituteEnric Plaza - Artificial Intelligence Research Institute
- Contributors
- A Ram (Editor)N Wiratunga (Editor)
- Publication Details
- CASE-BASED REASONING RESEARCH AND DEVELOPMENT, ICCBR 2011, v 6880, pp 122-136
- Series
- Lecture Notes in Artificial Intelligence
- Publisher
- Springer Nature
- Number of pages
- 15
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Computer Science (Computing)
- Web of Science ID
- WOS:000306342100011
- Scopus ID
- 2-s2.0-84856933076
- Other Identifier
- 991021869111504721
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Computer Science, Artificial Intelligence
- Computer Science, Information Systems