数据预处理阶段基于多Agent的混合系统
A Hybrid System based on Multi-Agent System in the Data Preprocessing Stage
摘要：
我们描述了使用多代理系统的数据预处理阶段的一个正在进行的项目，称为电子婚礼。本研究的目的是将多Agent系统与Web服务、本体论、数据采掘技术等多种方法结合应用于电子商务系统中，以提高系统的响应速度和效率，从而提取婚庆行业的客户行为模型。然而，在本文中，我们提出并实现了多代理系统，基于JADE，只应付数据预处理阶段指定的处理与缺失值技术。JADE很容易学习和使用。此外，它支持多种Agent方法，如智能体通信、协议、行为和本体。这个框架已经过实验和评估，实现简单，但现实。结果，虽然仍然是初步的，是相当的。
英文摘要：
We describe the usage of the Multi-agent system in the data preprocessing stage of an on-going project, called e-Wedding. The aim of this project is to utilize MAS and various approaches, like Web services, Ontology, and Data mining techniques, in e-Business that want to improve responsiveness and efficiency of systems so as to extract customer behavior model on Wedding Businesses. However, in this paper, we propose and implement the multi-agent-system, based on JADE, to only cope data preprocessing stage specified on handle with missing value techniques. JADE is quite easy to learn and use. Moreover, it supports many agent approaches such as agent communication, protocol, behavior and ontology. This framework has been experimented and evaluated in the realization of a simple, but realistic. The results, though still preliminary, are quite.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
