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运用NLP算法和BP神经网络系统分析商品评论数据

Using NLP algorithm and BP neural network system to analyze commodity review data
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摘要 网上购物已成为人们的主流购物方式之一。与此同时,在线平台的大量商品评论信息成为产品评估及销量预测的重要信息。文章利用NLP算法和BP神经网络构建起对商品评论的分析预测模型,很好地实现了分析预测功能,同时依据结果提出了针对性意见。 Online shopping has become one of our mainstream shopping methods.At the same time,a large amount of product review information has become important information for product evaluation and sales forecast.In this paper,we use the NLP algorithm and BP neural network to build an analysis and prediction model for product reviews,which well implements the analysis and prediction function,and at the same time puts forward targeted opinions based on the results.
作者 谢易宏 Xie Yihung(Shanghai Normal University,Shanghai 200234,China)
机构地区 上海师范大学
出处 《无线互联科技》 2020年第12期119-120,共2页 Wireless Internet Technology
关键词 自然语言处理 BP神经网络 情感分析 natural language Toolkit back propagation neural network sentiment analysis
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  • 1黄波,刘传才.基于加权TextRank的中文自动文本摘要[J].计算机应用研究,2020,37(2):407-410. 被引量:21
  • 2雷鸣,尹申明,杨叔子.神经网络自适应学习研究[J].系统工程与电子技术,1994,16(3):19-27. 被引量:30
  • 3姚天昉,娄德成.汉语语句主题语义倾向分析方法的研究[J].中文信息学报,2007,21(5):73-79. 被引量:78
  • 4Hagan M T ,Menhaj M B. Training feed forward networks with Marquart algorithm[J]. IEEE Trans on Neural Networks ,2001,5(6):989-993.
  • 5Kandel E R, Schwarts J. Principles of Neural Science[M]. chapter 1-2 Elsevier 1985,1-56.
  • 6Hema Rao, Alexey G.Ivakhnenko. Inductive Leaning Algorithms for Complex System modeling[M]. CRC Press, Inc, 1994. 56-78.
  • 7Farlow S J. Self-organizing Method in Moedling[M]. Marcel Dekker, New York, 1996.
  • 8Lippmann R P. An Introduction to Computing With Neural Nets[M]. IEEE ASSP Magazine, 1999, 23-45.
  • 9Cyberko G. Approximations by superpositions of a sigmoidal function[A]. Math Control Singnal System[C], 1989. 45-89.
  • 10Hecht-Nielsen R. Theory of back propagation neural network[J]. Proc of IJCNN, 1989, 1:593-603.

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