论文标题

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

论文作者

Ciulla, Fabio, Mantegna, Rosario N.

论文摘要

我们对(i)英语新闻和博客的金融科技术语列表以及(ii)对许多国家经营的公司的专业描述进行了大规模分析。金融科技术语和位置的发生和同时出现在全球范围内使用的紧凑型和连贯的术语集以描述金融科技业务活动的逐渐发展。通过使用专门设计用于处理异质系统的复杂网络的方法,我们对公司的大量专业描述的分析表明,在其描述中具有金融科技术语的公司目前对国家,市政和经济领域的特定属性过度表达。通过使用经统计验证的网络的方法,我们检测到与多工业,地理和经济分布的金融科技运动有关的一组公司的地理和经济过表达。

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.

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