Name
Title | ||
|---|---|---|
CBR for CBR: A Case-Based Template Recommender System for Building Case-Based Systems |
Abstract | ||
|---|---|---|
Our goal is to support system developers in rapid prototyping of Case-Based Reasoning (CBR) systems through component reuse. In this paper, we propose the idea of templatesthat can be readily adapted when building a CBR system. We define a case base of templates for case-based recommender systems. We devise a novel case-based template recommender, based on recommender systems research, but using a new idea that we call Retrieval-by-Trying. Our experiments with the system show that similarity based on semantic features is more effective than similarity based on behavioural features, which is in turn more effective than similarity based on structural features. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1007/978-3-540-85502-6_31 | ECCBR |
Keywords | Field | DocType |
system show,case-based recommender system,building case-based systems,cbr system,case base,template recommender,recommender systems research,system developer,case-based reasoning,new idea,case-based template recommender system,behavioural feature,case base reasoning,recommender system | Recommender system,Rapid prototyping,Data mining,Information retrieval,Reuse,Support system,Computer science,Case base,Semantic feature,Template | Conference |
Volume | ISSN | Citations |
5239 | 0302-9743 | 3 |
PageRank | References | Authors |
0.38 | 15 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Juan A. Recio-garcía | 1 | 185 | 14.75 |
| Derek G. Bridge | 2 | 850 | 73.07 |
| Belén Díaz-agudo | 3 | 484 | 49.71 |
| Pedro A. González-Calero | 4 | 488 | 55.63 |