A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Communications of the ACM
International Journal of Human-Computer Studies - Special issue: the Sisyphus-VT initiative
Learning from multiple collaborating intelligent tutors: an agent-based approach
Journal of Interactive Learning Research - Special issue on intelligent agents for educational computer-aided systems
Intelligent agents to support students working in groups online
Journal of Interactive Learning Research - Special issue on intelligent agents for educational computer-aided systems
A collaborative approach to ontology design
Communications of the ACM - Ontology: different ways of representing the same concept
IEEE Internet Computing
Software Engineering with Agents: Pitfalls and Pratfalls
IEEE Internet Computing
Building and (Re)Using an Ontology of Air Campaign Planning
IEEE Intelligent Systems
Testing the Efficiency of JADE Agent Platform
ISPDC '04 Proceedings of the Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
Evolutionary Computation
Evolutionary computation: comments on the history and current state
IEEE Transactions on Evolutionary Computation
Dynamic question generation system for web-based testing using particle swarm optimization
Expert Systems with Applications: An International Journal
An adaptive testing system for supporting versatile educational assessment
Computers & Education
EP-MAS.Lib: A MAS-Based Evolutionary Program Approach
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Development of a multi-agent-based distributed simulation platform for semiconductor manufacturing
Expert Systems with Applications: An International Journal
A self-adjusting e-course generation process for personalized learning
Expert Systems with Applications: An International Journal
A multi-agent data mining system for cartel detection in Brazilian government procurement
Expert Systems with Applications: An International Journal
Accumulating and visualising tacit knowledge of teachers on educational assessments
Computers & Education
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Automatic test generating system in distributed computing context is one of the most important links in on-line evaluation system. Although the issue has been argued long since, there is not a perfect solution to it so far. This paper proposed an innovative approach to successfully addressing such issue by the seamless integration of genetic algorithm (GA) and multi-agent system. In the design phase, a test ontology was firstly defined for smoothing the communication among agents. For the implementation of GA, The fitness function and the structure of chromosome were identified on the basis of the analysis of constraint conditions associated with a test. To demonstrate the task execution flow and messages passing among agents, the activity diagram and sequence diagram were also shown on the AUML basis. In the phase of implementation, the JADE based agent behavior model was described in detail and the implementation platform was also demonstrated. The final simulation results validated the feasibility of the proposed approach.