本文采用知识图谱的方法对大数据时代商业模式研究的国内外情况和热点态势进行梳理与剖析。从CNKI中提取国内文献样本，从Web of Science中提取的国外文献样本，并进行了统计定量分析。同时使用CiteSpace生成知识图谱，进行可视化聚类分析，以此为基础研究大数据商业模式领域的知识基础、研究热点和前沿。通过对国内外对比研究，为中国国内大数据商业模式学科发展借鉴经验。结论表明，大数据时代商业模式研究的最新热点集中在商业模式的领域交叉研究和与大数据结合的创新设计、与企业实践相结合的研究。本文的研究思路和结论对中国大数据时代商业模式的学术研究和对未来商业领域的实践活动都有一定的启发和开拓性。

This paper uses the method of mapping knowledge domain to sort out and analyze the domestic and international hot spot situation of business model research in the era of large data. The samples of domestic literature are extracted from CNKI, and the samples of foreign literature are extracted from Web of Science. The samples are analyzed statistically and quantitatively. At the same time, CiteSpace is used for visual clustering analysis to generate mapping knowledge domains, and study the knowledge base, research hotspots and frontiers of large data business model. By the comparative study of domestic and foreign, we can develop experience for China's large data business model study. The conclusion shows that the latest hotspot in the study of big data business model is focused on the field of business model and the combination of large data and innovative design, combined with enterprise practice. The conclusions of this paper have a certain of inspiration and pioneering work on the academic research of China's big data business model and the practical activities in the future business field.