Human output prediction method and system for research and development project, electronic equipment and medium

Abstract

The invention provides a human output prediction method and system for a research and development project, electronic equipment and a medium. The method comprises the following steps: collecting project data, and obtaining a first curve through the project data; classifying the employees through human features, establishing a correction model according to the correlation between the research and development output value of a single employee and the classification, and obtaining a second curve through the research and development output value of the single employee and the correction model; acquiring a third curve according to the second curve and the input working hours of the employees in the single project; obtaining a feature matrix through the third curve of the multiple employees in the project, inputting the feature matrix into a neural network for training, and obtaining a prediction model; and loading to-be-predicted project data into the feature matrix and processing the to-be-predicted project data through the prediction model to obtain a human output classification result.

Description

technical field [0001] The present invention relates to the field of data processing, in particular to a human output prediction method, system, electronic equipment and medium for research and development projects. Background technique [0002] In the process of project approval, R&D and implementation of R&D projects, it often takes a certain period of time, and R&D projects often have potential uncertainties and investment risks. There will be greater economic benefits within a few years after the completion of the project, and it is impossible to evaluate it in the current period to obtain explicit indicators such as the expected output, potential risks, and human output of the R&D project. Limited by the timeliness and non-repeatability of R&D projects, the existing project management system is not convenient for time-sensitive and referential forecasting of the human output of R&D projects. Contents of the invention [0003] In view of the shortcomings of the prior ...

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Problems solved by technology

[0003] In view of the shortcomings of the prior art described above, the purpose of the present invention is to provide a method, system, electronic equipment and medium for predicting manpower output of R&D projects, which are used to solve the inconvenience of manpower output of R&D projects in the prior art. Time-sensitive, informative forecasting issues

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