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基于JADE的Multi-Agent智能网络化资源推送关键技术研究
引用本文:刘志明,李剑. 基于JADE的Multi-Agent智能网络化资源推送关键技术研究[J]. 科学技术与工程, 2018, 18(25)
作者姓名:刘志明  李剑
作者单位:湖北第二师范学院 计算机学院,湖北第二师范学院 计算机学院
基金项目:基于JADE的Multi-Agent智能教育云资源推送关键技术研究(B2016216)
摘    要:传统资源推送关键技术仅可对已经完成规则定义的资源进行推送,无法按照用户兴趣完成推送,大量信息采集困难,资源推送结果无法满足用户需求,准确性低。为此,提出一种新的基于JADE的Multi-Agent智能网络化资源推送关键技术。设计Multi-Agent智能网络化系统,通过JADE平台为Multi-Agent系统的实现提供中间件,实现Multi-Agent系统。对Agent模型协同工作进行规范,对模型接口、结构等进行统一描述。对体现Multi-Agent智能网络化Agent间兴趣相似度的信任权值进行调整,按照调整后的信任权值对Agent间的关系进行改变,实现社区构建,为Multi-Agent智能网络化资源推送提供技术支持。实验结果表明,采用所提技术实现Multi-Agent智能网络化资源推送,推送结果准确,能够满足用户需求,适应能力强。

关 键 词:JADE;Multi-Agent;智能网络化;资源推送;关键技术
收稿时间:2018-04-11
修稿时间:2018-05-31

Research on Key Technologies of Multi-Agent intelligent network resource pushing based on JADE
LIU Zhiming and LI Jian. Research on Key Technologies of Multi-Agent intelligent network resource pushing based on JADE[J]. Science Technology and Engineering, 2018, 18(25)
Authors:LIU Zhiming and LI Jian
Affiliation:Department of Computer,Hubei University of Education,Department of Computer,Hubei University of Education
Abstract:the key technology of traditional resource push can only be pushed to the resources that have been defined by the rules, and can not be pushed according to the user''s interest. It is difficult to collect a lot of information. The results of the resource push can not meet the needs of the users, and the accuracy is low. Therefore, a new JADE based Multi-Agent intelligent network resource pushing key technology is proposed. Multi-Agent intelligent network system is designed, and middleware is provided for the realization of Multi-Agent system through JADE platform to realize Multi-Agent system. The collaborative work of Agent model is standardized, and the model interface and structure are unified. The confidence value of the interest similarity between the Multi-Agent intelligent network Agent is adjusted, the relationship between the Agent is changed according to the adjusted trust weight value, and the community construction is realized, and the technical support for the Multi-Agent intelligent network resource push is provided. The experimental results show that the proposed Multi-Agent intelligent network resource push is realized by using the proposed technology, and the push results are accurate, and the user needs can be met and the adaptability is strong.
Keywords:JADE Multi-Agent intelligent network resource push key technology
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