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Research on FCM and NHL Based High Order Mining Driven by Big Data

机译:大数据驱动的基于FCM和NHL的高阶挖掘研究

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摘要

In order to get the high order evaluation and correlation degree among big data with the characteristics of multidimension and multigranularity, an FCM and NHL based high order mining algorithm driven by big data is proposed, which is a kind of machine learning based on qualitative knowledge. The algorithmis applied in scientific and technical talent forecast. Driven by the big data of scientific research track of scientific and technical talents, the index system is designed and the big data is automatically acquired and processed. Accordingly, the high order evaluations in dimension level and target level can be inferred by the correlation weights mining. And the outstanding young talents in material field in 2014 have been actively recommended to review department for decision-making.
机译:为了获得具有多维,多粒度特征的大数据之间的高阶评价和关联度,提出了一种基于FCM和NHL的大数据驱动的高阶挖掘算法,它是一种基于定性知识的机器学习。该算法应用于科学技术人才的预测。在科技人才科学研究轨迹的大数据驱动下,设计指标体系,自动获取和处理大数据。因此,可以通过相关权重挖掘来推断维度级别和目标级别的高阶评估。并积极推荐2014年材料领域优秀青年人才进行决策评审。

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  • 来源
    《Mathematical Problems in Engineering》 |2015年第10期|802505.1-802505.7|共7页
  • 作者单位

    Inst Sci & Technol Informat China, Resource Sharing & Promot Ctr, Beijing 100038, Peoples R China.;

    Inst Sci & Technol Informat China, Resource Sharing & Promot Ctr, Beijing 100038, Peoples R China.;

    Inst Sci & Technol Informat China, Resource Sharing & Promot Ctr, Beijing 100038, Peoples R China.;

    North China Inst Sci & Technol, Sch Comp, Beijing 101601, Peoples R China.;

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