Enabling technology for knowledge sharing
AI Magazine
A novel large-memory neural network as an aid in medical diagnosis applications
IEEE Transactions on Information Technology in Biomedicine
Mobile software agents: an overview
IEEE Communications Magazine
Apply ontology and agent technology to construct virtual observatory
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach
International Journal of Decision Support System Technology
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In order to build an open, large-scale and interoperable distributed intelligent medical diagnosis and therapy system in the context of a wide-area network such as the Internet, this paper studies integrating mobile agent and ontology with Web Services. A model (called DMDTMAO: distributed medical diagnosis and therapy based on mobile agent and ontology) for this goal is proposed. This paper describes the architecture of the DMDTMAO model and how to integrate mobile agent and ontology with web services within the DMDTMAO model. Employing agent enables the DMDTMAO model to re-configure system according to existing available services and actual needs. Mobile agent relieves the influence of transport delay in widearea network. Using ontology as a standard web service, it avoids misunderstandings in agent communication. Furthermore, it assures the correctness of matching agent services according to semantics accurately in service register server like the UDDI registry. A simulation based on JADE, a Java-compliant mobile agent platform from TILab, demonstrated the feasibility of this model. Preliminary experimental results indicated that the DMDTMAO model is flexible, robust and re-configurable.