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信息Agent在CSCW中的应用

Application of Information Agent Technology to CSCW

【作者】 李小红

【导师】 许少华;

【作者基本信息】 大庆石油学院 , 计算机应用技术, 2006, 硕士

【摘要】 近年来,由于Agent具有优异的特性,使得Agent技术受到人们的注意和重视,在许多领域都得到了应用。目前,Agent技术在CSCW中的应用已经成为了一个新的研究热点。 CSCW是计算机支持的协同工作(Computer Supported Cooperative Work)的缩写,主要研究如何为一个群体的成员(一般处于分布的环境中)协同工作,完成共同的任务提供支持的计算机系统。能够把Agent引入到CSCW的研究中不失为一条新的思考途径,有助于CSCW和Agent技术研究的共同发展。 本课题主要依托于“综合地震资料解释系统底层数据库与基础应用平台”进行设计和实现信息Agent的构造。并且,本课题针对实际的应用项目,在设计Agent时提出了基于模糊过程神经网络集成的信息Agent反应器结构,同时,在处理多个信息Agent协同时采用了基于模糊向量和RBF来进行地震资料的协同解释集成。针对文本协同分类提出了基于模糊向量空间模型和RBF集成的信息Agent的反应器结构。 本文结合具体的“综合地震资料解释系统底层数据库与基础应用平台”项目,构建了AgentSpace体系结构。采用了所设计的基于模糊过程神经网络集成的信息Agent反应器结构来进行地震资料解释数据的误差处理。在实际应用中提高了地震数据的解释精度和解释速度。基于FVSM和RBF集成的信息Agent反应器被用于“油气管道信息服务平台”项目中的协同文本分类系统。经过实际系统的开发、实现和实际应用。表明了,具有我们所设计的反应器结构的信息Agent对于系统性能的提高有很好的效果。

【Abstract】 Recently, Because the Agent technology has many outstanding characteristics, People give more recognition to it, and it has been used in many fields. Now, the application of Agent technology to CSCW has become the new research focus.CSCW is the abbreviation of the Computer Supported Cooperative Work. It mainly researches that how to support the members of the colony (Generally in the Distributed Environment) cooperate with each other to complete the same mission. It is a new approach of thinking that Agent technology is imported into the research of the CSCW. It is a benefit to the development of the CSCW and Agent technology.This topic for a postgraduate’s study designs and implements the construction of the information Agent based on ’the Developing of basis application platform and the supported database in the Integration of Seismic Data interpretation’. And aiming at the real application a structure of the information Agent reactive module based on the fuzzy process neural network is putted forward. At the same time, a new method that is based on the Fuzzy vector and RBF is applied to interpret the Seismic Data when multi-information Agent is treated. Aiming at the Cooperative classification of the text, a structure of the information Agent reactive module based on the FVSM and RBF network is designed.The paper constructs an architecture named ’AgentSpace’ based on ’The Developing of basis application platform and the supported database in the Integration of Seismic Data interpretation’. We adopt the information Agent whose reactive module is based on the FPNN to deal with the error of the Seismic Data. The real application raises the precision and the speed of the seismic data interpretation. The information agent that whose reactive module is based on the FVSM and RBF network is used in the ’pipeline information service platform of oil gas’. The run of the systems we developed shows that the information we designed is benefit the performance of the CSCW system.

  • 【分类号】TP311.52
  • 【被引频次】2
  • 【下载频次】198
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