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Research on the Relationship Between Garlic and Young Garlic Shoot Based on Big Data

机译:基于大数据的大蒜与大蒜幼芽的关系研究

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摘要

In view of the problems such as frequent fluctuation of garlic price, lack of efficient forecasting means and difficulty in realizing the steady development of garlic industry, combined with the current situation of garlic industry and the collected data information. Taking Big Data platform of garlic industry chain as the core, using the methods of correlation analysis, smoothness test, co-integration test, and Granger causality test, this paper analyzes the correlation, dynamic, and causality between garlic price and young garlic shoot price. According to the current situation of garlic industry, the garlic industry service based on Big Data is put forward. It is concluded that there is a positive correlation between garlic price and young garlic shoot price, and there is a long-term stable dynamic equilibrium relationship between young garlic shoot price and garlic price fluctuation, and young garlic shoot price can affect garlic price. Finally, it is proposed to strengthen the infrastructure construction of garlic Big Data, increase the technological innovation and application of garlic Big Data technology, and promote the safety and security ability of the whole industry to promote the development of garlic industry.
机译:针对大蒜价格波动频繁,缺乏有效的预测手段,难以实现大蒜产业稳定发展的问题,结合大蒜产业的现状和收集到的数据信息。以大蒜产业链的大数据平台为核心,采用相关分析,平滑度检验,协整检验,格兰杰因果关系检验等方法,分析了大蒜价格与蒜苗价格之间的相关性,动态和因果关系。 。针对大蒜产业的现状,提出了基于大数据的大蒜产业服务。结论是:大蒜价格与蒜苗价格之间存在正相关关系,蒜苗价格与大蒜价格波动之间存在长期稳定的动态平衡关系,蒜苗价格会影响大蒜价格。最后,建议加强大蒜大数据的基础设施建设,加大大蒜大数据技术的创新和应用,提高整个行业的安全保障能力,促进大蒜产业的发展。

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  • 来源
    《Computers, Materials & Continua》 |2019年第2期|363-378|共16页
  • 作者单位

    Shandong Agr Univ, Coll Informat Sci & Engn, Tai An 271000, Shandong, Peoples R China;

    Shandong Agr Univ, Coll Informat Sci & Engn, Tai An 271000, Shandong, Peoples R China;

    Shandong Prov Dept Agr Informat Ctr, Jinan 250013, Shandong, Peoples R China;

    Qingdao Binhai Univ, Coll Informat Engn, Qingdao, Peoples R China;

    Shandong Agr Univ, Coll Informat Sci & Engn, Tai An 271000, Shandong, Peoples R China;

    Shandong Agr Univ, Coll Informat Sci & Engn, Tai An 271000, Shandong, Peoples R China;

    Manukau Inst Technol, Sch Engn, Auckland, New Zealand;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Big Data; big data in agriculture; granger causality test; big data platform;

    机译:大数据;农业大数据;怪异因果关系检验;大数据平台;

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