Published on IIIA (http://www.iiia.csic.es)


MID-CBR

  • Case-Based Reasoning
Research
Main Researcher: 
Enric Plaza [1]
Project Researchers: 
Josep Lluis Arcos [2]
Project Researchers: 
Ramon López de Mántaras [3]
Project Researchers: 
Eva Armengol [4]
Project Researchers: 
Santiago Ontañón [5]
Project Researchers: 
Enric Plaza [1]
Phd Students: 
Raquel Ros [6]
Claudio Baccigalupo [7]
Arnau Ramisa [8]
Funding Entity: 
TIN2006-15140-C03-01 (€ 114,950)
Date: 
01/10/2006 - 30/09/2009

Case-based reasoning (CBR) combines in an effective manner both learning from examples and usage of domain knowledge. Techniques for case retrieval and reuse should not be studied in an isolated manner; instead they should be designed and evaluated in model in a framework that integrates different types of CBR systems as proposed in this project.
The main objectives of the project can be summarized as follows:

  • new ways to use techniques of soft computing for CBR,
  • techniques for case reuse of a declarative and generic nature,
  • techniques for case retrieval in knowledge-intensive CBR systems,
  • integrating ontologies both in CBR systems and retrieval and reuse techniques
  • maintenance techniques both for case bases and for CBR systems capable of dealing with issues arising from design, implementation, and deployment of industrial strength CBR systems,
  • the empirical evaluation of the developed techniques by means of CBR prototypes implemented for several experimental domains, and
  • developing component-based software platforms to support CBR systems development.
IIIA-CSIC
Campus de la UAB, E-08193 Bellaterra, Catalonia (Spain)
Tel: (+34) 93 580 9570 - Fax: (+34) 93 580 9661

Source URL: http://www.iiia.csic.es/en/project/mid-cbr

Links:
[1] http://www.iiia.csic.es/en/individual/enric-plaza
[2] http://www.iiia.csic.es/en/individual/josep-lluis-arcos
[3] http://www.iiia.csic.es/en/individual/ramon-lopez-mantaras
[4] http://www.iiia.csic.es/en/individual/eva-armengol
[5] http://www.iiia.csic.es/en/individual/santiago-ontanon
[6] http://www.iiia.csic.es/en/individual/raquel-ros
[7] http://www.iiia.csic.es/en/individual/claudio-baccigalupo
[8] http://www.iiia.csic.es/en/individual/arnau-ramisa