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Science and technology project industrialization evaluation method based on factor analysis method

A factor analysis method and technology of scientific and technological projects, applied in the field of industrialization evaluation of scientific and technological projects based on factor analysis, can solve the problems of unexpandable index system, strong subjectivity, difficult to unify conclusions, etc., and achieve quantifiable and convenient results of scientific and technological projects. Evaluate and compare, results are intuitive and effective

Pending Publication Date: 2021-12-31
BINHAI IND TECH RES INST OF ZHEJIANG UNIV
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  • Application Information

AI Technical Summary

Problems solved by technology

Among them, Analytic Hierarchy Process and Fuzzy Analytic Hierarchy Process are the most mature, but the hierarchical structure and index weight of Analytic Hierarchy Process make the design affected by human factors; the expert evaluation method is easy to operate, but it is too subjective, and it is difficult to determine suitable experts. , the conclusions are difficult to unify; although the gray relational analysis method can deal with systems with unclear information and high correlation, and the evaluation is objective, it is difficult to determine the similarity of the time series of the sample data; the artificial neural network evaluation method requires too much sample data
At the same time, the index system determined by the above method cannot be expanded, that is, when the index system is revised according to expert opinions, it can only be deleted from the original index system, and cannot be added, which cannot meet the development requirements of the transformation and evaluation of scientific and technological achievements.

Method used

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  • Science and technology project industrialization evaluation method based on factor analysis method
  • Science and technology project industrialization evaluation method based on factor analysis method
  • Science and technology project industrialization evaluation method based on factor analysis method

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Embodiment 1

[0063] refer to figure 1 , in this embodiment, the industrialization evaluation method of scientific and technological projects based on the factor analysis method includes the determination of the evaluation index system of the industrialization maturity of scientific and technological projects, the determination of the weight of the index system, and the evaluation and classification of the industrialization of scientific and technological projects.

[0064] (1) The determination of the industrialization maturity evaluation index system of the scientific and technological projects includes the following steps:

[0065] S1. Clarify the evaluation object, formulate evaluation elements and indicators determination principles, wherein the evaluation object is the industrialization maturity of science and technology projects, and the evaluation elements include four elements: technology elements, market elements, resource elements and transformation support elements, The principl...

Embodiment 2

[0105] refer to image 3 , in another embodiment of the present invention, the difference is that after determining the weight of the third-level index based on the CFA method, the weight of the fourth-level index is determined by the FAHP method, and the weight of the third-level index and the fourth-level index is obtained after the weight synthesis The final indicator model specifically includes the following steps:

[0106] 1) Using the 0.1-0.9 scale method, average the scores of 118 professionals to construct a priority judgment matrix:

[0107] F=(f ij ) n×n (Formula 4)

[0108] In the formula, n is the number of indicators, f ij The importance of the i-th index relative to the j-th index.

[0109] 2) Use MATLAB to transform the priority judgment matrix into a fuzzy consistent matrix, then perform normalization processing, and finally iterate to obtain the relative weight of the four-level index.

[0110] 3) Combine the weights obtained by the FAHP and CFA methods...

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Abstract

The invention discloses a science and technology project industrialization evaluation method based on a factor analysis method. The method comprises the steps of determination of a science and technology project industrialization maturity evaluation index system, determination of index system weight, and evaluation and grading of science and technology project industrialization. According to the method, a factor analysis method is adopted to construct a science and technology project industrialization evaluation index system, the science and technology project industrialization maturity is evaluated from the four aspects of technical elements, market elements, resource elements and conversion support elements, and the science and technology project industrialization score is calculated according to the quantitative data evaluation score. The industrialization maturity of the science and technology project is graded and evaluated according to a grading result. The index system provided by the invention is extensible, resource elements are expanded in the element level, the actual requirements of scientific and technological achievement transformation are better met, the grading result is visual and effective, and evaluation and comparison are facilitated.

Description

technical field [0001] The invention relates to the technical field of transformation of scientific and technological achievements, in particular to a method for evaluating the industrialization of scientific and technological projects based on a factor analysis method. Background technique [0002] The evaluation mechanism for the transformation of scientific and technological achievements is an effective way to solve the problem of transformation of scientific and technological achievements. A perfect evaluation system for the industrialization of scientific and technological projects is an important means to optimize the allocation of scientific and technological resources and improve the level of scientific and technological management. It is conducive to the establishment and improvement of the national scientific and technological achievements project library, and the creation of a market-oriented flow platform for scientific and technological achievements such as displ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q10/10
CPCG06Q10/06393G06Q10/103
Inventor 方燕翎毛义华
Owner BINHAI IND TECH RES INST OF ZHEJIANG UNIV