15244741
Automated Case Base Creation and Management
In this paper, we report on a scheme for automated case base creation and management. The scheme aims at reducing the difficulty and human effort required for case creation. This paper provides an overview of the proposed scheme and outlines its technical implementation as an automated case creation system for the Integrated Diagnostic System. Some experimental results for testing the scheme and an interactive tool for evaluating the constructed case base are presented.
9754310
A Simulation-Based Procedure for Expert System Evaluation
It is well recognized that the evaluation of the knowledge-based system is very important and difficult in the development of expert systems in the domains such as aviation and navigation. To alleviate some of the difficulties, and to reduce the development cost, the authors proposed an evaluating procedure based on simulation. The proposed procedure was designed to validate the functionality and capability of an expert system that was developed to provide decision-making support in ship navigation. In this paper, the developed expert system for collision avoidance is first outlined, and the procedure to evaluate the developed expert system by using a simulation-based approach is presented in details. It is also concluded that the simulation-based procedure is feasible and effective for evaluating expert systems in a number of different domains.
6814568
PMS: A PVC Management System for ATM Networks
Reported in this paper is the developed PMS, a PVC management system for ATM networks. PMS provides a scalable, end-to-end path management solution required for managing today's complex ATM networks. It aims to assist the network operators to perform PVC operations with simplified procedures and automatic optimum route selection. It also aims to provide effective decision-making support for PVC fault identification and prevention to the network operators.
8917879
Performance-Based Content Retrieval for Learning Object Repositories on Grid Environments
The sharable content object reference model (SCORM) has become a popular standard for sharing and reusing teaching materials in the field of e-learning. However, efficient retrieval of SCORM-compliant learning objects stored on grid environments is a challenging problem. In this paper, a performance-based approach is proposed to retrieve teaching materials in grid environments. The proposed architecture uses the real-time information gathered by a resource-monitoring tool to estimate the dynamically changing performance of each node, for CPU loading and network bandwidth. In addition, a grid testbed is built to implement the model. Experimental results show that the proposed approach can choose the most appropriate site to reduce the retrieval time
15205794
Specification of Multi-Agent Systems in the Gamma Language
The suitability of using chemical reaction metaphor (CRM) to model multi-agent systems (MASs) is justified by CRM's capacity in specifying dynamic features of multi-agent systems. This paper presents a case study that demonstrates the applications of CRM in specifying multi-agent systems. The case study is the specification of a navigation training system. Given the dynamic and concurrent nature of multi-agent systems, we find that the chemical reaction metaphor provides a mechanism for describing the overall architecture of the distributed multi-agent systems precisely and concisely, while giving the design of the real system a solid starting point and allowing step-by-step refinement of the system using transformational methods
15185752
Specifying distributed multi-agent systems in chemical reaction metaphor
This paper presents an application of Chemical Reaction Metaphor (CRM) in distributed multi-agent systems (MAS). The suitability of using CRM to model multi-agent systems is justified by CRM's capacity in specifying dynamic features of multi-agent systems. A case study in an agent-based e-learning system (course material updating) demonstrates how the CRM based language, Gamma, can be used to specify the architectures of multi-agent systems. The effectiveness of specifying multi-agent systems in CRM from the view point of software engineering is further justified by introducing a transformational method for implementing the specified multi-agent systems. A computation model with a tree-structured architecture is proposed to base the design of the specified multi-agent system during the implementation phase. A module language based on the computation model is introduced as an intermediate language to facilitate the translation of the specification of multi-agent systems. The multicast networking technology pragmatizes the implementation of communications and synchronization among distributed agents. The paper also discusses the feasibility of implementing an automatic translation from the Gamma specification to a program in the module language.
7396248
SDMI-based rights management systems
Building digital rights management (DRM) systems for electronic commerce is still a complex task because such systems are usually required to manage a large set of different media contents, rights information, and enabling technologies. The Secure Digital Music Initiative (SDMI) was proposed to provide a secure environment in which rights management is performed for music distribution through the Internet. Rights management in SDMI is implemented by digital watermarking, but it is not the responsibility of SDMI to provide guidelines for the design of digital watermarks and to explore other potential benefits of using digital watermarks for the music distribution business. This paper fills this gap by proposing an SDMI-based rights management system. The proposed rights management system can support basic SDMI functions and non-SDMI features such as video. A prototype of the SDMI-based rights management system has been developed and the interfaces of the major components are presented.
9223359
Image browsing for infomediaries
Information intermediary or infomediary is likely to claim a major segment of the revenue of e-commerce transactions. Infomediaries are e-commerce companies leveraging the Internet to unite buyers and suppliers in a single efficient virtual marketplace to facilitate the consummation of a transaction. Most of the search facilities in the infomediaries are text- and navigation-based, for example by keyword and category searches. The search facility can handle most of the products, but it is inefficient to handle feature-based products, such as textile and shoes with different colors and textures. It will be difficult for buyers to speck searches of feature-based products in describing the product features and characteristics. For example, it is hot easy to describe the pattern and color of a T-shirt using textural expression. In this paper, we propose an image browsing technique to facilitate search of feature-based products for infomediaries. We implemented an image-based retrieval system with the proposed image browsing technique for textile industrial and evaluated the performance of the browsing technique.