新闻和博客中金融科技术语的动态以及金融科技行业公司的专业化
Dynamics of fintech terms in news and blogs and specialization of companies of the fintech industry
摘要:
我们对(i)英语新闻和博客以及(ii)在许多国家运营的公司的专业描述中的金融科技术语列表进行了大规模分析。金融科技术语和用语的出现和共同出现表明,金融科技术语列表在全球范围内用于描述金融科技业务活动的一组紧凑而连贯的术语中不断演变。通过使用专门设计用于处理异构系统的复杂网络方法,我们对大量公司专业描述的分析表明,在描述中使用金融科技术语的公司过度表达了国家,市政当局和经济部门的特定属性。通过使用统计验证网络的方法,我们检测了一组与多行业,地理和经济分布的金融科技运动相关的公司的地理和经济过度表达。
英文摘要:
We perform a large scale analysis of a list of fintech terms in (i) news and blogs in English language and (ii) professional descriptions of companies operating in many countries. The occurrence and co-occurrence of fintech terms and locutions shows a progressive evolution of the list of fintech terms in a compact and coherent set of terms used worldwide to describe fintech business activities. By using methods of complex networks that are specifically designed to deal with heterogeneous systems, our analysis of a large set of professional descriptions of companies shows that companies having fintech terms in their description present over-expressions of specific attributes of country, municipality, and economic sector. By using the approach of statistically validated networks, we detect geographical and economic over-expressions of a set of companies related to the multi-industry, geographically and economically distributed fintech movement.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。