Enterprise innovation and growth ability evaluation method and system based on big data analysis

Abstract

The invention provides an enterprise innovation and growth ability evaluation method and system based on big data analysis, and relates to the field of quantitative evaluation, and the method comprises the steps: collecting sample data of each enterprise dimension of a sample enterprise, and carrying out the data cleaning, calculation and label classification of the sample data; training an index weight model by using the cleaned and classified sample data so as to obtain a relative importance score of each index item, and calculating a final weight value of each index item by using a superior sequence graph; according to the enterprise data of each to-be-evaluated enterprise and the final weight value of each index item, calculating a final evaluation score of each to-be-evaluated enterprise; wherein the enterprise dimension comprises industry and commerce, employees, qualification, intellectual property, projects, financing loans, assets and research and development costs. According to the method, accurate and reliable quantitative evaluation is carried out on intangible assets, including innovation ability and science and technology projects, of science and technology enterprises, the proportion weight is calculated, the growth ability of the enterprises is accurately measured, and data support is provided for future development planning and decision making of the enterprises.

Description

technical field [0001] The invention relates to the field of quantitative evaluation, in particular to a method and system for evaluating enterprise innovation and growth capabilities based on big data analysis. Background technique [0002] The traditional evaluation method of enterprise innovation and growth ability based on big data analysis is mainly the financial analysis method, through the analysis of the enterprise's financial data, business model and business plan, such as assets and liabilities, sales profit, etc., this type of enterprise growth Capability evaluation methods can only be evaluated or updated when companies are financing, auditing, or publishing financial reports. They are generally aimed at larger companies or companies that have been established for a long time; for entrepreneurial technology companies that have been established for a short time, their characteristics are: The business period is short, the financial data is small, and the proportio...

AI Technical Summary

Problems solved by technology

[0003] Another enterprise evaluation technology is enterprise portraits, but enterprise portraits only display the existing data of the enterprise from different dimensions, without in-depth analysis, nor quantitative evaluation of the enterprise's business behavior

[0004] Due to the inability to accurately and reliably evaluate the growth capabilities of technology-based small and medium-sized enterprises with a large proportion of intangible assets, it will be very difficult for such enterprises to obtain financing loans and policy support, which is not conducive to the development and growth of enterprises and technological innovation

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