Artificial intelligence methods applied for analyzing the introduction of technological innovation: Patent text analysis and image analysis

Research Proposal Summary

Technological innovation has changed various aspects of human life. Whether it is financial technology or green finance, the issues are in a period of vigorous development in practice. The practical and academic circles are devoting a lot of resources to actively study the development potential of this new financial concept. This project will use the integrated resources of teachers in the business school (Department of Statistics, Department of Business Management, Asset Management) in cross-disciplinary research, as well as the research capacity accumulated in recent years by the "Fintech and Green Finance Research Center", to apply to the school for this multi-year program. A long-term integrated plan, the plan will use artificial intelligence AI combined with text analysis and image analysis technology to analyze important academic research issues in the context of "enterprise managers - enterprise technology innovation introduction - network effect transmission - strategic decision-making" It is expected to give an indicative decision-making meaning for the introduction of technological innovation of enterprises, and to bring more convenient, fast and low-cost financial services to the society. A research pioneer in the introduction of services and technological innovation.

Research Project Purpose

In recent years, technological innovation has changed various aspects of human life, and it has also blurred the boundaries between industries. in response to competition brought about by new technologies. The term "FinTech" refers to the most important emerging development in modern times that combines technological innovation and financial services.

In response to this wave of transformation, the traditional financial industry has successively invested in the research and development of emerging technologies to assist business development; on the other hand, a large number of technology companies are in full swing to introduce new technologies and technologies to provide breakthrough financial services, and use this Applying for patents for valuable technological development achievements to protect intellectual property from being plagiarized has become an important strategy for the development of such new ventures. With the vigorous development of financial technology, there are unlimited business opportunities in the fields involved. If enterprises can grasp the existing patent information, apply key technologies to financial business, and make strategic decisions on the patent application of enterprise financial technology products, it is to improve the competitiveness of the industry. important key.

This project uses the United States Patent and Trademark Office (USPTO) to retrieve the data to analyze the content of patent texts and extract relevant patent data in the field of financial technology. Patent text analysis is used to summarize, present and analyze the data to understand the current situation and trend of financial technology development. Based on this, we propose strategic suggestions for the development of financial technology patents, and further explore whether the innovation capability of enterprises can bring positive financial performance to the company. , and bring more convenient, fast and low-cost financial services to the society.