منابع مشابه
Building CBR systems with jcolibri
Case-based reasoning (CBR) is a paradigm for combining problem solving and learning that has become one of the most successful applied subfields of AI in recent years. Now that CBR has become a mature and established technology two necessities have become critical: the availability of tools to build CBR systems, and the accumulated practical experience of applying CBR techniques to real-world p...
متن کاملJColibri: An Object-Oriented Framework for Building CBR Systems
We present an object-oriented framework in Java for building CBR systems that is an evolution of previous work on knowledge intensive CBR [8, 9]. JColibri is a software artifact that promotes software reuse for building CBR systems, integrating the application of well proven Software Engineering techniques with a knowledge level description that separates the problem solving method, that define...
متن کاملExtending jCOLIBRI for Textual CBR
This paper summarises our work in textual Case-Based Reasoning within jCOLIBRI. We use Information Extraction techniques to annotate web pages to facilitate semantic retrieval over the web. Similarity matching techniques from CBR are applied to retrieve from these annotated pages. We demonstrate the applicability of these extensions by annotating and retrieving documents on the web.
متن کاملCBR for CBR: A Case-Based Template Recommender System for Building Case-Based Systems
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 templates that 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 usi...
متن کاملMethodology for Building CBR Applications
As the previous chapters of this book have shown, case-based reasoning is a technology that has been successfully applied to a large range of diierent tasks. Through all the diierent CBR projects, both basic research projects as well as industrial development projects, lots of knowledge and experience about how to build a CBR application has been collected. Today, there is already an increasing...
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ژورنال
عنوان ژورنال: Science of Computer Programming
سال: 2007
ISSN: 0167-6423
DOI: 10.1016/j.scico.2007.02.004