工业加热2024,Vol.53Issue(3) :55-58,78.DOI:10.3969/j.issn.1002-1639.2024.03.013

电炉企业异构网络共享数据跨级高效项集挖掘系统

A Cross Level Efficient Item Set Mining System for Heterogeneous Network Shared Data in Electric Furnace Enterprises

孙丽君
工业加热2024,Vol.53Issue(3) :55-58,78.DOI:10.3969/j.issn.1002-1639.2024.03.013

电炉企业异构网络共享数据跨级高效项集挖掘系统

A Cross Level Efficient Item Set Mining System for Heterogeneous Network Shared Data in Electric Furnace Enterprises

孙丽君1
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作者信息

  • 1. 山东省科技服务发展推进中心,山东 济南 250101
  • 折叠

摘要

由于电炉企业数据存在多级结构,且数据量庞大,为解决因数据库中事务长度过大导致的数据项挖掘深度较差的问题,从而提升数据的跨级传输和项集挖掘能力,设计电炉企业异构网络共享数据跨级高效项集挖掘系统.在电炉企业异构网络体系中,根据MP共享节点定义标准,完善AP数据分片原则,再利用获取到的共享数据样本,确定高效项集的RCAUL调用方案,实现对数据样本的挖掘需求分析,完成电炉企业异构网络共享数据跨级高效项集挖掘系统的设计.实验结果表明,应用所设计系统可将事务长度控制在0~512 kB,能够有效增强电炉企业网络共享数据跨级传输能力.

Abstract

Due to the multi-level structure and large amount of data in electric furnace enterprises,in order to solve the problem of poor data i-tem mining depth caused by excessive transaction length in the database,and improve the cross level transmission and itemset mining capabili-ties of data,an efficient cross level itemset mining system for heterogeneous network shared data in electric furnace enterprises is designed.In the heterogeneous network system of electric furnace enterprises,based on the MP shared node definition standard,the AP data sharding prin-ciple is improved,and then the RCAUL call scheme for efficient itemsets is determined using the obtained shared data samples.The mining re-quirement analysis of data samples is achieved,and the design of a cross level efficient itemset mining system for heterogeneous network shared data of electric furnace enterprises is completed.The experimental results show that the system designed by the application can control the transaction length within the range of 0~512 kB,effectively enhancing the cross level transmission ability of shared data in the electric furnace enterprise network.

关键词

电炉企业异构网络/共享数据/跨级传输/高效项集/逻辑分析/MP节点/AP分片/RCAUL调用

Key words

heterogeneous network of electric furnace enterprises/sharing data/cross level transmission/efficient itemsets/logical analysis/MP node/AP fragmentation/RCAUL call

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基金项目

山东省重点研发计划(软科学)项目(2019RZB02017)

出版年

2024
工业加热
西安电炉研究所有限公司

工业加热

CSTPCD
影响因子:0.257
ISSN:1002-1639
参考文献量16
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