Paper Info
Title
jcolibri2: A framework for building Case-based reasoning systems
Abstract
This paper describes the jcolibri2 framework for building Case-based reasoning (CBR) systems. CBR is a mature subfield of artificial intelligence based on the reuse of previous problem solutions-cases-to solve new ones. However, up until now, it lacked a reference toolkit for developing such systems. jcolibri2 aims to become that toolkit and to foster the collaboration among research groups. This software is the result of the experience collected over several years of framework development and evolution. This experience is explained in the paper, together with a description of the specialized CBR tools that can be implemented with jcolibri: CBR with textual cases, recommenders, knowledge/data intensive applications or distributed architectures.
Year
DOI
Venue
2014
10.1016/j.scico.2012.04.002
Sci. Comput. Program.
Keywords
Field
DocType
artificial intelligence,framework development,specialized cbr tool,mature subfield,jcolibri2 framework,reference toolkit,case-based reasoning system,previous problem,data intensive application,jcolibri2 aim,case-based reasoning,framework,case based reasoning
Programming language,Software engineering,Reuse,Computer science,Knowledge management,Software,Case-based reasoning
Journal
Volume
ISSN
Citations 
79,
0167-6423
23
PageRank 
References 
Authors
1.22
52
3
Name
Order
Citations
PageRank
Juan A. Recio-garcía118514.75
Pedro A. González-Calero248855.63
Belén Díaz-agudo348449.71