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大数据分析流程配置优化问题

Big Data Analysis Process Configuration Optimization Problem
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摘要 随着大数据在多个领域广泛应用,线下对大量数据的处理和分析成为一个非常重要的环节。本文针对大数据对分析业务开发周期较长、工作成本高、代码开发重复性等问题,从数据集、参数配置、可视化等方面提出了一种大数据通用流程配置与分析方法。实验证明该方法可以简化大数据分析开发的流程、降低开发成本,提升大数据分析效率。 With the application of big data in various fields,offline processing and analysis of large amount of data has become a very important task.This article proposes a big data general process configuration and analysis method from the aspects of data set,parameter configuration,visualization,etc.,in view of the issues such as long development cycle of big data analysis business,high work cost,and code development repeatability.Experiments show that this method can simplify the process of big data analysis and development,reduce development costs,and improve the efficiency of big data analysis.
作者 张思思 Zhang Sisi(Hebei University,Baoding 071000)
机构地区 河北大学
出处 《中阿科技论坛(中英文)》 2021年第3期135-137,共3页 China-Arab States Science and Technology Forum
关键词 大数据分析 流程执行优化 预测分析 领域业务 Big data analysis Process execution optimization Predictive analysis Domain business
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  • 1宋国杰,唐世渭,杨冬青,王腾蛟.数据流中异常模式的提取与趋势监测[J].计算机研究与发展,2004,41(10):1754-1759. 被引量:19
  • 2Toni Mitchell. Machine Learning. McGraw Hill Higher Edu- cation, 1997.
  • 3中国电子报、电子信息产业网.大数据的四个典型特征.URL:http://cyyw.celia.eom.cn/a/2012-12-04/135458292978407.shtnd.
  • 4Olivier C, Bernhard S, Alexander Z. Semi - Supervised Learning. The MIT Press, 2006.
  • 5Zhu X J. Semi - Supervised Learning Literature Survey. Mad- ison:University of Wisconsin, 2008.
  • 6Zhou Z H. Ensemble Methods: Foundations and Algorithms. Boca Raton, FL: Chapman & Hall/CRC, 2012.
  • 7David M. Blei.Probabilistic topic models[J]. Communications of the ACM . 2012 (4)
  • 8Erik Meijer.The world according to LINQ[J]. Communications of the ACM . 2011 (10)
  • 9Daniel M. Dunlavy,Tamara G. Kolda,Evrim Acar.Temporal Link Prediction Using Matrix and Tensor Factorizations[J]. ACM Transactions on Knowledge Discovery from Data (TKDD) . 2011 (2)
  • 10Soumen Chakrabarti,Martin van den Berg,Byron Dom.Focused crawling: a new approach to topic-specific Web resource discovery[J]. Computer Networks . 1999 (11)

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