Chapter 7 The Analysis of “Online Silk Road” from the Perspective of Big Data

Xin Wei, Yuxin Wei, Peng Chen, Cencen Fan, Heng Luo, Qianqian Zhao, Ying Kong, Anna Visvizi, Miltiadis Demetrios Lytras, W. Alhalabi, Xi Zhang
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Abstract

Abstract In 2013, Chinese president Xi Jinping proposed the concept of “One Belt and One Road” economic cooperation. “The Belt and Road Initiative (B&R)” is the short of “The Silk Road Economic Belt” and the “21st-century Maritime Silk Road,” which has got a series of remarkable achievements and worldwide attentions in past five years such as Asian Infrastructure Investment Bank, China–Pakistan Economic Corridor, B&R Forum for International Cooperation, etc. Especially, cross-border EC has greatly strengthened the trade links between countries along the way, which is a rare chance for Chinese Export-oriented Cross-border EC’s rapid growth. Thus, the authors take DHgate.com as a typical example to do a big data analysis. This chapter analyzes vast data from 2013 to 2017 about seven kinds of commodities including Fashion accessories, Jewelry, Sports & Outdoors, Security & Surveillances, Car accessories, Watches, and Hair & Styling by using data mining related software and algorithms. The authors do some monthly sale charts and find a few counter-intuitive but useful conclusions such as by taking association analysis, the study shows that sports products and jewelry products have strong association rules. In addition, for potential products (such as Fashion accessories and Jewelry), although their sales have a certain shock, the overall selling line keep rising. It is possible to put forward some practical suggestions for Chinese Export-oriented Cross-border EC that actively respond to the One Belt One Road Initiative based on these analysis results.
第七章大数据视角下的“线上丝绸之路”分析
“一带一路”是“丝绸之路经济带”和“21世纪海上丝绸之路”的简称,五年来取得了亚洲基础设施投资银行、中巴经济走廊、“一带一路”国际合作高峰论坛等一系列举世瞩目的成就。特别是跨境电子商务极大地加强了沿线国家之间的贸易联系,这是中国出口导向型跨境电子商务快速发展的难得机遇。因此,笔者以DHgate.com为典型案例进行大数据分析。本章运用数据挖掘相关软件和算法,对2013年至2017年的时尚配饰、珠宝首饰、运动户外、安防监控、汽车配饰、手表、美发造型等七大类商品的海量数据进行分析。作者做了一些月度销售图表,发现了一些反直觉但有用的结论,例如通过关联分析,研究表明运动产品和珠宝产品具有很强的关联规则。此外,对于潜在的产品(如时尚配饰和珠宝),虽然它们的销售有一定的冲击,但整体的销售线保持上升。基于这些分析结果,可以为我国出口导向型跨境电子商务积极响应一带一路倡议提出一些切实可行的建议。
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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