CBROnto: A Task/Method Ontology for CBR
نویسندگان
چکیده
Our approach to Case-Based Reasoning (CBR) is to build integrated systems that combine case specific knowledge with models of general domain knowledge. In this paper we describe CBROnto, the CBR ontology we have developed, as a task/method ontology. CBROnto specifies a modelling framework to describe reusable CBR Problem Solving Methods based on the CBR tasks they solve and the knowledge requirements needed to apply them.
منابع مشابه
A Declarative Similarity Framework for Knowledge Intensive CBR
This paper focuses on the design of knowledge intensive CBR systems and introduces a domain-independent architecture to help it. Our approach is based on acquiring the domain knowledge by reusing knowledge from a library of ontologies and integrating it with CBROnto, a task based ontology comprising common CBR terminology. In this paper we focus in retrieval and similarity assessment processes ...
متن کاملPoetry Generation in COLIBRI
CBROnto is an ontology that incorporates common CaseBased Reasoning (CBR) terminology and serves as a domain-independent framework to design CBR applications. It is the core of COLIBRI, an environment to assist during the design of knowledge intensive CBR systems that combine cases with various knowledge types and reasoning methods. CBROnto captures knowledge about CBR tasks and methods, and ai...
متن کاملMälardalen International Master Academy (mima) Textual Cbr System Using Domain Specific Ontology Author
Knowledge/Experience sharing and reusing are becoming more and more important due to lots of information and technical knowledge that we used nowadays. Case Base Reasoning (CBR) method is the most similar methodology as how human reuse their experience, is a powerful way to build experience sharing and reusing system. During the sharing and reusing experiences most information and knowledge are...
متن کاملUse a Domain Ontology in CBR Systems for Fault Diagnosis
The maintenance of industrial systems is crucial for productivity, products quality and supplied services. Numerous computer systems are therefore developed for the task and must, in most cases, collaborate with each other. In the light of this statement, our work aims at realizing a system which consists in gathering the knowledge and the know-how in the field of fault diagnosis for steam turb...
متن کاملSemi-automatic Construction of Ontology-based CBR System for Knowledge Integration
In order to integrate knowledge in heterogeneous case-based reasoning (CBR) systems, ontology-based CBR system has become a hot topic. To solve the facing problems of ontology-based CBR system, for example, its architecture is nonstandard, reusing knowledge in legacy CBR is deficient, ontology construction is difficult, etc, we propose a novel approach for semi-automatically construct ontology-...
متن کامل