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College and university innovation ability and entrepreneurial ability sorting method based on fuzzy clustering

A technology of fuzzy clustering and classification methods, which is applied in special data processing applications, instruments, electrical digital data processing, etc., and can solve problems such as evaluation being separated from human judgment

Inactive Publication Date: 2014-05-07
WUXI NANLIGONG TECH DEV
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AI Technical Summary

Problems solved by technology

[0002] At present, many scholars have proposed a variety of quantitative methods for evaluating the ability of mass entrepreneurship and innovation, but the evaluation cannot be completely separated from human judgment after all, because talents are the main body of the evaluation of executive ability

Method used

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  • College and university innovation ability and entrepreneurial ability sorting method based on fuzzy clustering
  • College and university innovation ability and entrepreneurial ability sorting method based on fuzzy clustering
  • College and university innovation ability and entrepreneurial ability sorting method based on fuzzy clustering

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Embodiment Construction

[0014] Embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0015] to combine figure 1 , the fuzzy clustering based innovation and entrepreneurship ability classification method of colleges and universities of the present invention is divided into 3 steps:

[0016] 1. Construct a data matrix and standardize the data using the method of standard deviation transformation

[0017] According to the clustering objects, the n objects to be clustered are the rows, the m property parameters of each object are the columns, the universities are the rows, and the innovation and entrepreneurship evaluation indicators of the universities are the columns, and the data matrix X is constructed.

[0018] X = x 11 x 12 ...

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Abstract

The invention relates to a college and university innovation ability and entrepreneurial ability sorting method based on fuzzy clustering. The method comprises the steps of building a data matrix, calculating a fuzzy similar matrix, and analyzing and obtaining fuzzy clustering, and therefore the college and university innovation ability and entrepreneurial ability are evaluated and analyzed. Compared with the prior art, the college and university innovation ability and entrepreneurial ability sorting method based on fuzzy clustering has the significant advantages that the problems that semantic ambiguity and confusion occur when the college and university innovation ability and entrepreneurial ability are analyzed can be effectively solved, the affinity-disaffinity relation of samples is quantificationally determined through the mathematical method, and therefore objective sorting is achieved. A clustering result obtained through fuzzy clustering analysis based on the fuzzy equivalence relation can conform to the objective laws better.

Description

technical field [0001] The invention relates to a fuzzy mathematics-based evaluation method for innovation and entrepreneurship capabilities of colleges and universities, in particular to a fuzzy cluster-based classification method for innovation and entrepreneurship capabilities of colleges and universities. Background technique [0002] At present, many scholars have proposed a variety of quantitative evaluation methods for innovation and entrepreneurship, but the evaluation cannot be completely separated from human judgment, because talents are the main body of evaluation of execution ability. As the complexity and uncertainty of the problems people consider and the ambiguity of human thinking continue to increase, the information on innovation and entrepreneurship capabilities becomes ambiguous. For this kind of problem, a fuzzy set can be constructed to describe the fuzziness of the information, and then the membership function constructed by the fuzzy set can be used f...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F19/00
Inventor 李千目唐振民丁玲玲戚湧侯君李宗骍杨文张晟骁王鹏飞
Owner WUXI NANLIGONG TECH DEV
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