基于大数据技术的应用型高校跨境电子商务实践教学研究

Henan Zhang, Hongyan Li
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引用次数: 0

摘要

数字经济时代,新技术与跨境电商的深度融合,正倒逼着人才的重新定义。特别是数据素养已经成为衡量跨境电商人才能力的重要指标。因此,传统教学模式中“重过程、轻分析”的问题亟待解决。为此,我们将大数据技术融入到跨境电商的实践教学过程中,运用适合文科背景的教师和学生的Python工具。在教学设计中运用网络爬虫技术提高业务数据的可用性,运用数据分析技术增强管理决策的科学性,运用数据可视化技术保证业务决策的时效性。教学演示结果表明,该教学设计方案具有较强的可操作性。大数据技术的应用是帮助跨境电子商务实践教学,实现学生商业思维与数据素养有机融合的有效手段。积极推动应用型高校电子商务教学改革、跨学科学习、文理融合,满足行业发展人才需求。
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 Practical Teaching of Cross-border E-commerce in Applied Universities Based on Big Data Technology
In the era of the digital economy, the deep integration of new technologies and cross-border e-commerce is forcing the redefinition of talent. Especially, data literacy has become an important indicator for measuring the capacity of cross-border e-commerce talents. Therefore, the problem in the traditional teaching mode, “stressing process and neglecting analysis,” needs to be solved urgently. To this end, we integrate big data technology into the practical teaching process of cross-border e-commerce by applying Python tools that are suitable for teachers and students with liberal arts backgrounds. Using web crawler technology in teaching design to improve the availability of business data, data analysis technology is used to enhance the scientific nature of management decision-making, and data visualization technology is used to ensure the timeliness of business decision-making. The teaching demonstration results show that the teaching design scheme has strong operability. The application of big data technology is an effective means to help the practical teaching of cross-border e-commerce and realize the organic integration of students' business thinking and data literacy. It also positively promotes the reform of e-commerce teaching in applied universities, interdisciplinary learning, and the integration of arts and sciences, and meets the needs of industry development talents.
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