Title
An Ontology-Based Distributed Case-Based Reasoning for Virtual Enterprises
Abstract
Due to the advent of knowledge-based economy and virtual enterprise business model, the enterprises get the knowledge not only from themselves but also from others. In order to support knowledge retrieval in virtual enterprises, the distributed case-based reasoning system (DCBRs) plays an important role for enabling knowledge-driven virtual enterprises. Hence, this paper aims to develop a mechanism for ontology-based distributed case-based reasoning using characteristic of ontology and a proposed multistage algorithm, to effectively support knowledge retrieval within the virtual enterprise environment. This study involves the following tasks: (i) designing an ontology-based distributed case-based reasoning architecture and procedure, (ii) developing techniques related to the ontology-based distributed case-based reasoning, and (iii) implementing an ontology-based distributed case-based reasoning mechanism. In developing techniques related to the ontology-based distributed case-based reasoning, which involves definition and representation of user query model, definition and representation of case model, definition and establishment of case index structure, and development of distributed case retrieval and case adaptation methods.
Year
DOI
Venue
2009
10.1109/CISIS.2009.23
CISIS
Keywords
Field
DocType
ontology,case-based reasoning,case index structure,user query model,virtual enterprise business model,distributed case-based reasoning system,knowledge retrieval,knowledge-based economy,virtual enterprise,distributed case retrieval,ontologies (artificial intelligence),multistage algorithm,virtual enterprises,query processing,case adaptation methods,case based reasoning,case base reasoning
Distributed knowledge,Ontology (information science),Ontology-based data integration,Data mining,Knowledge representation and reasoning,Computer science,Model-based reasoning,Knowledge management,Suggested Upper Merged Ontology,Case-based reasoning,Upper ontology
Conference
ISBN
Citations 
PageRank 
978-0-7695-3575-3
3
0.39
References 
Authors
8
3
Name
Order
Citations
PageRank
Yuh-Jen Chen119716.47
Yuh-Min Chen237932.12
Yung-sheng Su360.79