基于LDA-GRA分析的大米消费需求影响因素研究

Wenzhong Wang, Peiheng Su, Cailing Zhuo, Jinfeng Wang, Jieyi Pan
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引用次数: 0

摘要

大米是中国重要的口粮之一,在国家粮食安全体系建设中发挥着重要作用。其需求的变化具有显著的影响。本文对京东商城52742条在线大米评论的文本数据进行抓取,并采用LDA-GRA模型和互联网文本大数据挖掘技术进行分析。结果表明,影响大米消费需求的主要因素有6个,从强到弱依次为:价格、包装、产地、口感、物流、香味。本文运用马斯洛需求理论,结合国家供给侧结构性改革的战略需求,提出了政府和企业供给侧改革的对策建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on the Factors of Rice Consumption Demand Based on LDA-GRA Analysis
Rice is one of the important rations in China and plays an important role in the construction of the national food security system. The change of its demand has a significant impact. This paper crawls the text data of 52,742 online rice comments on Jingdong Mall, and uses LDA-GRA model and Internet text big data mining technology to analyze. It is concluded that there are six main factors affecting rice consumption demand, from strong to weak in order: price, packaging, place of origin, taste, logistics and fragrance. With applying Maslow’s demand theory and combining the strategic demands of national supply-side structural reform, this paper puts forward countermeasures and suggestions for government and enterprise supply-side reform.
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