Research on the Factors of Rice Consumption Demand Based on LDA-GRA Analysis

Wenzhong Wang, Peiheng Su, Cailing Zhuo, Jinfeng Wang, Jieyi Pan
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Abstract

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.
基于LDA-GRA分析的大米消费需求影响因素研究
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。
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