CN116205605B - Intelligent evaluation method, system and medium for quality of science and technology project file - Google Patents

Intelligent evaluation method, system and medium for quality of science and technology project file Download PDF

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CN116205605B
CN116205605B CN202310214892.4A CN202310214892A CN116205605B CN 116205605 B CN116205605 B CN 116205605B CN 202310214892 A CN202310214892 A CN 202310214892A CN 116205605 B CN116205605 B CN 116205605B
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CN116205605A (en
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王勇
魏亚运
张祥宇
黄静
林振亮
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GUANGDONG R&D CENTER FOR TECHNOLOGICAL ECONOMY
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Abstract

The embodiment of the application provides a method, a system and a medium for intelligently evaluating the quality of a science and technology project file. Belonging to the technical field of intelligent evaluation of big data and projects, the method comprises the following steps: acquiring a science and technology project file data packet, acquiring science and technology project file report data, performing compliance evaluation on the science and technology project file report data according to a project file evaluation model to obtain science and technology project file compliance data, performing comparison evaluation on the science and technology project file report data and science and technology project file index data to obtain a science and technology project file evaluation index, correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data, and performing evaluation and identification on the quality of the science and technology project file; therefore, the evaluation and identification of the quality of the science and technology project file are completed through the collection and processing of the index data and the report data of the science and technology project file, and the technology of intelligent processing and evaluation of the implementation content of the science and technology project file by the big data technology is realized.

Description

Intelligent evaluation method, system and medium for quality of science and technology project file
Technical Field
The application relates to the technical field of intelligent evaluation of big data and projects, in particular to an intelligent evaluation method, an intelligent evaluation system and an intelligent evaluation medium for quality of a science and technology project file.
Background
The technical project file is a project report reflecting implementation and achievement of the technical project, implementation achievement of the technical project is reflected through collection and evaluation of file data, various emerging technical projects of multiple subjects and multiple industries are increasingly increased along with development of scientific research, large differences exist among different professions, different projects and different projects, how to accurately and effectively evaluate quality of each technical project file is a complex technical problem, and quality evaluation results are easily caused to have defects due to the difference of evaluation rules and field professions, evaluation distortion or evaluation deviation is easily caused, so that a reliable and effective evaluation technical means capable of adapting to various technical project files is lacked.
In view of the above problems, an effective technical solution is currently needed.
Disclosure of Invention
The embodiment of the application aims to provide a method, a system and a medium for intelligently evaluating the quality of a science and technology project file, which can complete evaluation and identification of the quality of the science and technology project file through collection and processing of index data and report data of the science and technology project file, and realize the technology of intelligently processing and evaluating the implementation content of the science and technology project file by a big data technology.
The embodiment of the application also provides an intelligent evaluation method for the quality of the science and technology project file, which comprises the following steps:
acquiring a science and technology project file data packet, wherein the science and technology project file data packet comprises science and technology project file characteristic data and science and technology project file index data;
Collecting science and technology project file report data after the science and technology project is completed, and carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model to obtain science and technology project file compliance data;
comparing and evaluating according to the science and technology project file report data and the science and technology project file index data to obtain a science and technology project file evaluation index;
correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data;
and evaluating and identifying the quality of the technical project file according to the technical project file evaluation data.
Optionally, in the intelligent assessment method for quality of a science and technology project file according to the embodiment of the present application, the acquiring a science and technology project file data packet includes feature data of the science and technology project file and index data of the science and technology project file includes:
collecting technological project file feature data, including project kernel feature data, technical attack feature data, support feature data, scientific research platform feature data and a plurality of sub-data of input expected feature data;
Processing the sub data of the characteristic data of the technological project file through a preset project index prediction model to obtain technological project file index data;
The technological project file index data comprise project value index data, result conversion index data, funding auxiliary energy index data, researching and creating basic index data and value income index data;
And synthesizing a science and technology project file data packet according to the science and technology project file characteristic data and the science and technology project file index data.
Optionally, in the intelligent evaluation method for quality of a science and technology project file according to the embodiment of the present application, collecting the science and technology project file report data after completion of the science and technology project, and performing report compliance evaluation on the science and technology project file report data according to a preset project file evaluation model to obtain the science and technology project file compliance data, including:
collecting science and technology project file report data after completion of the science and technology project, wherein the science and technology project file report data comprises project success report data, result acceptance report data, funds transfer report data, research success report data and profit report data;
Carrying out report compliance evaluation processing according to the project success report data, the result acceptance report data, the fund transfer report data, the ground success report data and the profit report data through a preset project file evaluation model to obtain technological project file compliance data;
The project file evaluation model compliance evaluation program formula is as follows:
Wherein, L h is the compliance data of the science and technology project file, R ci is project achievement report data, result acceptance report data, funds transfer report data, ground achievement report data and profit report data, q Z is the project report evaluation factor, and gamma i is the preset characteristic coefficient of the i data.
Optionally, in the intelligent evaluation method for quality of a science and technology project file according to the embodiment of the present application, the comparing and evaluating the science and technology project file report data and the science and technology project file index data to obtain a science and technology project file evaluation index includes:
Evaluating the project file evaluation indexes according to the project achievement report data, the achievement acceptance report data, the fund transfer report data, the research production achievement report data, the profit report data, the project value index data, the achievement conversion index data, the fund injection energy index data, the research creation basic index data and the value profit index data by using the project file evaluation model;
the index evaluation formula of the project file evaluation model is as follows:
Wherein, G k is a scientific project file evaluation index, R ci is project achievement report data, result acceptance report data, funds transfer report data, grinding achievement report data, i data in profit report data, P 0i is project value index data, result conversion index data, funding auxiliary energy index data, grinding foundation index data, i data in value profit index data, a θ is a scientific project file quality inspection factor, and gamma i、μi, eta, delta are preset characteristic coefficients.
Optionally, in the intelligent evaluation method for quality of a science and technology project file according to the embodiment of the present application, the correcting the science and technology project file evaluation index according to the compliance data of the science and technology project file to obtain science and technology project file comment data includes:
Correcting the science and technology project file evaluation index according to the science and technology project file compliance data and the science and technology project file quality inspection factor to obtain science and technology project file evaluation data;
The correction calculation formula of the science and technology project file evaluation data is as follows:
Bt＝σ(Aθ+λLh)/Gk；
Wherein B t is the science and technology project file evaluation data, G k is the science and technology project file evaluation index, L h is the science and technology project file compliance data, A θ is the science and technology project file quality inspection factor, and sigma and lambda are preset characteristic coefficients.
Optionally, in the intelligent evaluation method for quality of a science and technology project file according to the embodiment of the present application, the evaluating and identifying the quality of the science and technology project file according to the science and technology project file evaluation data includes:
acquiring a preset quality evaluation threshold corresponding to the type of the technical project;
Threshold comparison is carried out according to the technological project file evaluation data and the quality evaluation threshold;
If the threshold comparison result meets the preset threshold comparison requirement, the quality evaluation and identification of the technological project file pass;
if the threshold comparison result does not meet the preset threshold comparison requirement, the quality evaluation and identification of the technological project file do not pass.
Optionally, in the intelligent assessment method for quality of a science and technology project file according to the embodiment of the present application, the method further includes:
acquiring a corresponding preset project file value level according to the technological project file;
Performing value and profit evaluation on the input expected feature data according to the profit report data and the project file value level to obtain project overflow value-added data;
Comparing the item overflow value-added data with a preset technological item file earn more than planned threshold value, and judging the value and income condition of the technological item;
the calculation formula of the item premium value-added data is as follows:
Wherein I u is project overflow value-added data, R c5 is profit report data, D p5 is input expected characteristic data, n f is project file value level, tau, Is a preset coefficient.
In a second aspect, an embodiment of the present application provides an intelligent evaluation system for quality of a science and technology project file, where the system includes: the system comprises a memory and a processor, wherein the memory comprises a program of a technological project file quality intelligent assessment method, and the program of the technological project file quality intelligent assessment method realizes the following steps when being executed by the processor:
acquiring a science and technology project file data packet, wherein the science and technology project file data packet comprises science and technology project file characteristic data and science and technology project file index data;
Collecting science and technology project file report data after the science and technology project is completed, and carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model to obtain science and technology project file compliance data;
comparing and evaluating according to the science and technology project file report data and the science and technology project file index data to obtain a science and technology project file evaluation index;
correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data;
and evaluating and identifying the quality of the technical project file according to the technical project file evaluation data.
Optionally, in the intelligent evaluation system for quality of a science and technology project file according to the embodiment of the present application, the acquiring a science and technology project file data packet includes feature data of the science and technology project file and index data of the science and technology project file includes:
collecting technological project file feature data, including project kernel feature data, technical attack feature data, support feature data, scientific research platform feature data and a plurality of sub-data of input expected feature data;
Processing the sub data of the characteristic data of the technological project file through a preset project index prediction model to obtain technological project file index data;
The technological project file index data comprise project value index data, result conversion index data, funding auxiliary energy index data, researching and creating basic index data and value income index data;
And synthesizing a science and technology project file data packet according to the science and technology project file characteristic data and the science and technology project file index data.
In a third aspect, an embodiment of the present application further provides a computer readable storage medium, where the computer readable storage medium includes a smart assessment method program for quality of a science and technology project file, where the smart assessment method program for quality of a science and technology project file, when executed by a processor, implements the steps of the smart assessment method for quality of a science and technology project file as described in any one of the above.
It can be seen from the foregoing that, according to the intelligent evaluation method, system and medium for quality of a science and technology project file provided by the embodiments of the present application, a science and technology project file packet is obtained, science and technology project file report data after completion of a science and technology project is collected, compliance evaluation is performed on the science and technology project file report data according to a project file evaluation model to obtain science and technology project file compliance data, then a comparison evaluation is performed according to the science and technology project file report data and science and technology project file index data to obtain a science and technology project file evaluation index, and then the science and technology project file evaluation index is corrected according to the science and technology project file compliance data to obtain science and technology project file evaluation data, and the quality of the science and technology project file is evaluated and identified; therefore, the evaluation and identification of the quality of the science and technology project file are completed through the collection and processing of the index data and the report data of the science and technology project file, and the technology of intelligently evaluating the implementation content of the science and technology project file according to the big data processing technology is realized.
Additional features and advantages of the application will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the embodiments of the application. The objectives and other advantages of the application will be realized and attained by the structure particularly pointed out in the written description and claims thereof as well as the appended drawings.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are needed in the embodiments of the present application will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and should not be considered as limiting the scope, and other related drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flowchart of a method for intelligently evaluating quality of a science and technology project file according to an embodiment of the present application;
FIG. 2 is a flowchart of a method for intelligently evaluating quality of a science and technology project file according to an embodiment of the present application;
FIG. 3 is a flowchart of obtaining compliance data of a science and technology project file according to an intelligent assessment method for quality of a science and technology project file according to an embodiment of the present application;
Fig. 4 is a schematic structural diagram of a smart assessment system for quality of a science and technology project file according to an embodiment of the present application.
Detailed Description
The following description of the embodiments of the present application will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present application, but not all embodiments. The components of the embodiments of the present application generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the application, as presented in the figures, is not intended to limit the scope of the application, as claimed, but is merely representative of selected embodiments of the application. All other embodiments, which can be made by a person skilled in the art without making any inventive effort, are intended to be within the scope of the present application.
It should be noted that like reference numerals and letters refer to like items in the following figures, and thus once an item is defined in one figure, no further definition or explanation thereof is necessary in the following figures. Meanwhile, in the description of the present application, the terms "first", "second", and the like are used only to distinguish the description, and are not to be construed as indicating or implying relative importance.
Referring to fig. 1, fig. 1 is a flowchart of a method for intelligently evaluating quality of a science and technology project file according to some embodiments of the application. The intelligent evaluation method for the quality of the science and technology project file is used in terminal equipment, such as a computer, a mobile phone terminal and the like. The intelligent evaluation method for the quality of the science and technology project file comprises the following steps:
S101, acquiring a science and technology project file data packet, wherein the science and technology project file data packet comprises science and technology project file feature data and science and technology project file index data;
S102, collecting science and technology project file report data after the science and technology project is completed, and carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model to obtain science and technology project file compliance data;
s103, comparing and evaluating according to the science and technology project file report data and the science and technology project file index data to obtain a science and technology project file evaluation index;
S104, correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data;
S105, evaluating and identifying the quality of the technical project file according to the technical project file evaluation data.
It should be noted that, in order to evaluate the quality of the science and technology project file, the data in the science and technology project file is acquired to obtain a data packet, the report data after the completion of the science and technology project is acquired to perform compliance evaluation, then the index data in the data packet is combined to perform evaluation to obtain an evaluation index, then the evaluation index is corrected according to the compliance data of the science and technology project file to obtain evaluation data, and finally the quality of the science and technology project file is evaluated and identified according to the evaluation data, so that the technical means of processing the evaluation quality according to the data of the science and technology project file is realized.
Referring to fig. 2, fig. 2 is a flowchart of a method for intelligently evaluating quality of a science and technology project file according to some embodiments of the application. According to an embodiment of the present application, the acquiring a technological project file data packet includes technological project file feature data and technological project file index data, specifically includes:
S201, acquiring technological project file feature data, wherein the technological project file feature data comprises project kernel feature data, technical attack feature data, support feature data, scientific research platform feature data and a plurality of sub-data for inputting expected feature data;
s202, processing the sub-data according to the characteristic data of the technological project file through a preset project index prediction model to obtain technological project file index data;
s203, the technological project file index data comprise project value index data, result conversion index data, funding auxiliary energy index data, researching basic index data and value income index data;
S204, synthesizing a science and technology project file data packet according to the science and technology project file characteristic data and the science and technology project file index data.
It should be noted that, firstly, feature data of a science and technology project file is obtained, the feature data reflects project main body and content core presented by the science and technology project file, solved difficult problems of attack, fund support and policy support, platform foundation and scientific research strength, value and income plate condition data, and preset index data corresponding to the feature data is obtained, the index data reflects project expected preset indexes of project main body value, achievement conversion value, fund and assistance, scientific research foundation, investment and return expectation, namely project expected data, and then the science and technology project file feature data and the science and technology project file index data are synthesized into a science and technology project file data packet.
Referring to fig. 3, fig. 3 is a flowchart of obtaining compliance data of a science and technology project file according to an intelligent assessment method for quality of a science and technology project file according to some embodiments of the application. According to the embodiment of the application, the collecting of the science and technology project file report data after completion of the science and technology project, and the report compliance evaluation of the science and technology project file report data according to a preset project file evaluation model, the obtaining of the science and technology project file compliance data is specifically as follows:
s301, collecting science and technology project file report data after completion of the science and technology project, wherein the science and technology project file report data comprises project success report data, result acceptance report data, funds transfer report data, ground success report data and profit report data;
S302, carrying out report compliance evaluation processing according to the project success report data, the result acceptance report data, the fund transfer report data, the ground success report data and the profit report data through a preset project file evaluation model to obtain technological project file compliance data;
The project file evaluation model compliance evaluation program formula is as follows:
Wherein, L h is technical project file compliance data, R ci is project achievement report data, result acceptance report data, funds transfer report data, ground achievement report data, and ith data in profit report data, q Z is project report evaluation factor, and γ i is preset characteristic coefficient of the ith data (the project report evaluation factor and the preset characteristic coefficient are obtained by a project file evaluation model).
It should be noted that, the quality of the science and technology project file is evaluated firstly to obtain the result report condition of project development, namely, collecting the report data of the science and technology project file, firstly, performing compliance evaluation on the report data according to a preset project file evaluation model, namely, performing compliance evaluation on the result report after the implementation of the science and technology project, then detecting the compliance data of the report data of the science and technology project file by combining with a preset project report evaluation factor, and processing according to a compliance evaluation program formula of the model to obtain the compliance data, wherein the project file evaluation model is a formula model for processing related data of the project file, and comprises a plurality of preset data processing formulas.
According to an embodiment of the present invention, the comparing and evaluating are performed according to the science and technology project file report data and the science and technology project file index data, so as to obtain a science and technology project file evaluation index, which specifically includes:
Evaluating the project file evaluation indexes according to the project achievement report data, the achievement acceptance report data, the fund transfer report data, the research production achievement report data, the profit report data, the project value index data, the achievement conversion index data, the fund injection energy index data, the research creation basic index data and the value profit index data by using the project file evaluation model;
the index evaluation formula of the project file evaluation model is as follows:
Wherein, G k is a scientific project file evaluation index, R ci is project achievement report data, result acceptance report data, funds transfer report data, grinding achievement report data, and ith data in profit report data, P 0i is project value index data, result conversion index data, funding auxiliary energy index data, grinding foundation index data, and ith data in value profit index data, a θ is a scientific project file quality inspection factor, and γ i、μi, η, and δ are preset characteristic coefficients (the scientific project file quality inspection factor and the preset characteristic coefficients are acquired by a project file evaluation model).
It should be noted that, the index evaluation formula in the project file evaluation model is used for performing comparative evaluation according to the technological project file report data and the technological project file index data, so as to obtain an evaluation index reflecting comparative evaluation between technological project development success and preset indexes.
According to an embodiment of the present invention, the correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data specifically includes:
Correcting the science and technology project file evaluation index according to the science and technology project file compliance data and the science and technology project file quality inspection factor to obtain science and technology project file evaluation data;
The correction calculation formula of the science and technology project file evaluation data is as follows:
Bt＝σ(Aθ+λLh)/Gk；
Wherein, B t is the science and technology project file evaluation data, G k is the science and technology project file evaluation index, L h is the science and technology project file compliance data, A θ is the science and technology project file quality inspection factor, sigma and lambda are preset characteristic coefficients (the science and technology project file quality inspection factor and the preset characteristic coefficients are obtained through a project file evaluation model).
It should be noted that, after the compliance data and the evaluation index of the technical project file are obtained, correction is performed according to the compliance data and the evaluation index in combination with the quality inspection factor, so as to obtain technical project file evaluation data for evaluating the quality of the technical project file, where the evaluation data reflects the quality evaluation condition of the technical project file after implementation.
According to the embodiment of the invention, the quality of the technical project file is evaluated and identified according to the technical project file evaluation data, specifically:
acquiring a preset quality evaluation threshold corresponding to the type of the technical project;
Threshold comparison is carried out according to the technological project file evaluation data and the quality evaluation threshold;
If the threshold comparison result meets the preset threshold comparison requirement, the quality evaluation and identification of the technological project file pass;
if the threshold comparison result does not meet the preset threshold comparison requirement, the quality evaluation and identification of the technological project file do not pass.
It should be noted that, after obtaining the technical project file evaluation data, the quality of the technical project file needs to be identified according to the evaluation data, threshold comparison is performed according to the preset quality evaluation threshold value threshold technical project file evaluation data, if the threshold comparison result meets the preset threshold comparison requirement, the surface quality evaluation and identification pass, otherwise, the identification does not pass, and the preset threshold comparison requirement of the quality evaluation threshold value in the embodiment is not less than 85%.
According to an embodiment of the present invention, further comprising:
acquiring a corresponding preset project file value level according to the technological project file;
Performing value and profit evaluation on the input expected feature data according to the profit report data and the project file value level to obtain project overflow value-added data;
Comparing the item overflow value-added data with a preset technological item file earn more than planned threshold value, and judging the value and income condition of the technological item;
the calculation formula of the item premium value-added data is as follows:
Wherein I u is project overflow value-added data, R c5 is profit report data, D p5 is input expected characteristic data, n f is project file value level, tau, Is a preset coefficient.
It should be noted that, for evaluating the contrast between the actual achievement and the expected data of the profit value developed by the science and technology project, to evaluate the value increment of the achievement developed by the project and the overflow value of the project, the value profit evaluation is performed on the input expected feature data according to the profit report data in combination with the preset project file value level, the value increment data of the project is obtained, and then the value increment data is compared with the preset science and technology project file earn more than planned threshold value, and the value profit condition of the science and technology project is judged according to the threshold value comparison result, wherein the science and technology project file earn more than planned threshold value is divided into four grades according to the threshold value range, I to IV grade respectively, the I grade threshold value range is (0.85,1), the II grade threshold value range is (0.7,0.85), the III grade threshold value range is (0.6, 0.7), the IV grade threshold value range is [0,0.6], and the I to IV grade are respectively good, qualified and disqualified.
According to an embodiment of the present invention, further comprising:
acquiring corresponding funding and assisting energy index data according to the value level of the project file;
correcting the funding and supporting energy index data according to the project kernel characteristic data, the technical attack characteristic data and the scientific research platform characteristic data to obtain corrected funding and supporting energy index data;
setting indexes of the sponsored holding strength of the technological project according to the corrected sponsored energy index data;
The correction calculation formula of the correction injection sponsoring energy index data is as follows:
Wherein, P e′3 is corrected funding index data, F y1、Fy2、Fy4 is project kernel feature data, technical attack feature data and scientific research platform feature data, P 03 is funding index data, gamma i, Is a preset characteristic coefficient.
It should be noted that, in order to correspondingly set funding and supporting index data according with project characteristics according with the implementation condition of the science and technology project file, the funding and supporting index data is corrected according with project kernel characteristic data, technical attack characteristic data and scientific research platform characteristic data of the science and technology project file, so as to obtain corrected funding and supporting index data, and index setting is performed on supporting of the science and technology project according to the corrected funding and supporting index data.
As shown in fig. 4, the invention also discloses a system for intelligently evaluating quality of a science and technology project file, which comprises a memory 41 and a processor 42, wherein the memory comprises a method program for intelligently evaluating quality of the science and technology project file, and the method program for intelligently evaluating quality of the science and technology project file realizes the following steps when the processor executes sign abnormal correction data:
acquiring a science and technology project file data packet, wherein the science and technology project file data packet comprises science and technology project file characteristic data and science and technology project file index data;
Collecting science and technology project file report data after the science and technology project is completed, and carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model to obtain science and technology project file compliance data;
comparing and evaluating according to the science and technology project file report data and the science and technology project file index data to obtain a science and technology project file evaluation index;
correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data;
and evaluating and identifying the quality of the technical project file according to the technical project file evaluation data.
It should be noted that, in order to evaluate the quality of the science and technology project file, the data in the science and technology project file is acquired to obtain a data packet, the report data after the completion of the science and technology project is acquired to perform compliance evaluation, then the index data in the data packet is combined to perform evaluation to obtain an evaluation index, then the evaluation index is corrected according to the compliance data of the science and technology project file to obtain evaluation data, and finally the quality of the science and technology project file is evaluated and identified according to the evaluation data, so that the technical means of processing the evaluation quality according to the data of the science and technology project file is realized.
According to an embodiment of the present invention, the acquiring a technological project file data packet includes technological project file feature data and technological project file index data, specifically includes:
collecting technological project file feature data, including project kernel feature data, technical attack feature data, support feature data, scientific research platform feature data and a plurality of sub-data of input expected feature data;
Processing the sub data of the characteristic data of the technological project file through a preset project index prediction model to obtain technological project file index data;
The technological project file index data comprise project value index data, result conversion index data, funding auxiliary energy index data, researching and creating basic index data and value income index data;
And synthesizing a science and technology project file data packet according to the science and technology project file characteristic data and the science and technology project file index data.
It should be noted that, firstly, feature data of a science and technology project file is obtained, the feature data reflects project main body and content core presented by the science and technology project file, solved difficult problems of attack, fund support and policy support, platform foundation and scientific research strength, value and income plate condition data, and preset index data corresponding to the feature data is obtained, the index data reflects project expected preset indexes of project main body value, achievement conversion value, fund and assistance, scientific research foundation, investment and return expectation, namely project expected data, and then the science and technology project file feature data and the science and technology project file index data are synthesized into a science and technology project file data packet.
According to the embodiment of the invention, the collecting of the science and technology project file report data after completion of the science and technology project, and the report compliance evaluation of the science and technology project file report data according to a preset project file evaluation model, the obtaining of the science and technology project file compliance data is specifically as follows:
collecting science and technology project file report data after completion of the science and technology project, wherein the science and technology project file report data comprises project success report data, result acceptance report data, funds transfer report data, research success report data and profit report data;
Carrying out report compliance evaluation processing according to the project success report data, the result acceptance report data, the fund transfer report data, the ground success report data and the profit report data through a preset project file evaluation model to obtain technological project file compliance data;
The project file evaluation model compliance evaluation program formula is as follows:
Wherein, L h is technical project file compliance data, R ci is project achievement report data, result acceptance report data, funds transfer report data, ground achievement report data, and ith data in profit report data, q Z is project report evaluation factor, and γ i is preset characteristic coefficient of the ith data (the project report evaluation factor and the preset characteristic coefficient are obtained by a project file evaluation model).
It should be noted that, the quality of the science and technology project file is evaluated firstly to obtain the result report condition of project development, namely, collecting the report data of the science and technology project file, firstly, performing compliance evaluation on the report data according to a preset project file evaluation model, namely, performing compliance evaluation on the result report after the implementation of the science and technology project, then detecting the compliance data of the report data of the science and technology project file by combining with a preset project report evaluation factor, and processing according to a compliance evaluation program formula of the model to obtain the compliance data, wherein the project file evaluation model is a formula model for processing related data of the project file, and comprises a plurality of preset data processing formulas.
According to an embodiment of the present invention, the comparing and evaluating are performed according to the science and technology project file report data and the science and technology project file index data, so as to obtain a science and technology project file evaluation index, which specifically includes:
Evaluating the project file evaluation indexes according to the project achievement report data, the achievement acceptance report data, the fund transfer report data, the research production achievement report data, the profit report data, the project value index data, the achievement conversion index data, the fund injection energy index data, the research creation basic index data and the value profit index data by using the project file evaluation model;
the index evaluation formula of the project file evaluation model is as follows:
Wherein, G k is a scientific project file evaluation index, R ci is project achievement report data, result acceptance report data, funds transfer report data, grinding achievement report data, and ith data in profit report data, P 0i is project value index data, result conversion index data, funding auxiliary energy index data, grinding foundation index data, and ith data in value profit index data, a θ is a scientific project file quality inspection factor, and γ i、μi, η, and δ are preset characteristic coefficients (the scientific project file quality inspection factor and the preset characteristic coefficients are acquired by a project file evaluation model).
It should be noted that, the index evaluation formula in the project file evaluation model is used for performing comparative evaluation according to the technological project file report data and the technological project file index data, so as to obtain an evaluation index reflecting comparative evaluation between technological project development success and preset indexes.
According to an embodiment of the present invention, the correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data specifically includes:
Correcting the science and technology project file evaluation index according to the science and technology project file compliance data and the science and technology project file quality inspection factor to obtain science and technology project file evaluation data;
The correction calculation formula of the science and technology project file evaluation data is as follows:
Bt＝σ(Aθ+λLh)/Gk；
Wherein, B t is the science and technology project file evaluation data, G k is the science and technology project file evaluation index, L h is the science and technology project file compliance data, A θ is the science and technology project file quality inspection factor, sigma and lambda are preset characteristic coefficients (the science and technology project file quality inspection factor and the preset characteristic coefficients are obtained through a project file evaluation model).
It should be noted that, after the compliance data and the evaluation index of the technical project file are obtained, correction is performed according to the compliance data and the evaluation index in combination with the quality inspection factor, so as to obtain technical project file evaluation data for evaluating the quality of the technical project file, where the evaluation data reflects the quality evaluation condition of the technical project file after implementation.
According to the embodiment of the invention, the quality of the technical project file is evaluated and identified according to the technical project file evaluation data, specifically:
acquiring a preset quality evaluation threshold corresponding to the type of the technical project;
Threshold comparison is carried out according to the technological project file evaluation data and the quality evaluation threshold;
If the threshold comparison result meets the preset threshold comparison requirement, the quality evaluation and identification of the technological project file pass;
if the threshold comparison result does not meet the preset threshold comparison requirement, the quality evaluation and identification of the technological project file do not pass.
It should be noted that, after obtaining the technical project file evaluation data, the quality of the technical project file needs to be identified according to the evaluation data, threshold comparison is performed according to the preset quality evaluation threshold value threshold technical project file evaluation data, if the threshold comparison result meets the preset threshold comparison requirement, the surface quality evaluation and identification pass, otherwise, the identification does not pass, and the preset threshold comparison requirement of the quality evaluation threshold value in the embodiment is not less than 85%.
According to an embodiment of the present invention, further comprising:
acquiring a corresponding preset project file value level according to the technological project file;
Performing value and profit evaluation on the input expected feature data according to the profit report data and the project file value level to obtain project overflow value-added data;
Comparing the item overflow value-added data with a preset technological item file earn more than planned threshold value, and judging the value and income condition of the technological item;
the calculation formula of the item premium value-added data is as follows:
Wherein I u is project overflow value-added data, R c5 is profit report data, D p5 is input expected characteristic data, n f is project file value level, tau, Is a preset coefficient.
It should be noted that, for evaluating the contrast between the actual achievement and the expected data of the profit value developed by the science and technology project, to evaluate the value increment of the achievement developed by the project and the overflow value of the project, the value profit evaluation is performed on the input expected feature data according to the profit report data in combination with the preset project file value level, the value increment data of the project is obtained, and then the value increment data is compared with the preset science and technology project file earn more than planned threshold value, and the value profit condition of the science and technology project is judged according to the threshold value comparison result, wherein the science and technology project file earn more than planned threshold value is divided into four grades according to the threshold value range, I to IV grade respectively, the I grade threshold value range is (0.85,1), the II grade threshold value range is (0.7,0.85), the III grade threshold value range is (0.6, 0.7), the IV grade threshold value range is [0,0.6], and the I to IV grade are respectively good, qualified and disqualified.
According to an embodiment of the present invention, further comprising:
acquiring corresponding funding and assisting energy index data according to the value level of the project file;
correcting the funding and supporting energy index data according to the project kernel characteristic data, the technical attack characteristic data and the scientific research platform characteristic data to obtain corrected funding and supporting energy index data;
setting indexes of the sponsored holding strength of the technological project according to the corrected sponsored energy index data;
The correction calculation formula of the correction injection sponsoring energy index data is as follows:
Wherein, P e′3 is corrected funding index data, F y1、Fy2、Fy4 is project kernel feature data, technical attack feature data and scientific research platform feature data, P 03 is funding index data, gamma i, Is a preset characteristic coefficient.
It should be noted that, in order to correspondingly set funding and supporting index data according with project characteristics according with the implementation condition of the science and technology project file, the funding and supporting index data is corrected according with project kernel characteristic data, technical attack characteristic data and scientific research platform characteristic data of the science and technology project file, so as to obtain corrected funding and supporting index data, and index setting is performed on supporting of the science and technology project according to the corrected funding and supporting index data.
A third aspect of the present invention provides a computer readable storage medium, the readable storage medium including therein a technological project file quality intelligent assessment method program, which when executed by a processor, implements the steps of the technological project file quality intelligent assessment method according to any one of the above.
The invention discloses a technological project file quality intelligent evaluation method, a system and a medium, which are characterized in that technological project file data packages are acquired, technological project file report data after technological project completion are acquired, technological project file compliance data are obtained by carrying out report compliance evaluation on the technological project file report data according to a project file evaluation model, technological project file evaluation indexes are obtained by carrying out comparison evaluation according to the technological project file report data and technological project file index data, and then the technological project file evaluation indexes are corrected according to the technological project file compliance data to obtain technological project file evaluation data, and technological project file quality is evaluated and identified; therefore, the evaluation and identification of the quality of the science and technology project file are completed through the collection and processing of the index data and the report data of the science and technology project file, and the technology of intelligently evaluating the implementation content of the science and technology project file according to the big data processing technology is realized.
In the several embodiments provided by the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. The above described device embodiments are only illustrative, e.g. the division of the units is only one logical function division, and there may be other divisions in practice, such as: multiple units or components may be combined or may be integrated into another system, or some features may be omitted, or not performed. In addition, the various components shown or discussed may be coupled or directly coupled or communicatively coupled to each other via some interface, whether indirectly coupled or communicatively coupled to devices or units, whether electrically, mechanically, or otherwise.
The units described above as separate components may or may not be physically separate, and components shown as units may or may not be physical units; can be located in one place or distributed to a plurality of network units; some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in each embodiment of the present invention may be integrated in one processing unit, or each unit may be separately used as one unit, or two or more units may be integrated in one unit; the integrated units may be implemented in hardware or in hardware plus software functional units.
Those of ordinary skill in the art will appreciate that: all or part of the steps for implementing the above method embodiments may be implemented by hardware related to program instructions, and the foregoing program may be stored in a readable storage medium, where the program, when executed, performs steps including the above method embodiments; and the aforementioned storage medium includes: a mobile storage device, a read-only memory (ROM), a random access memory (RAM, random Access Memory), a magnetic disk or optical disk, or the like, which can store program codes.
Or the above-described integrated units of the invention may be stored in a readable storage medium if implemented in the form of software functional modules and sold or used as separate products. Based on such understanding, the technical solution of the embodiments of the present invention may be embodied in essence or a part contributing to the prior art in the form of a software product stored in a storage medium, including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the methods described in the embodiments of the present invention. And the aforementioned storage medium includes: a removable storage device, ROM, RAM, magnetic or optical disk, or other medium capable of storing program code.

Claims (7)

1. The intelligent evaluation method for the quality of the science and technology project file is characterized by comprising the following steps of:
acquiring a science and technology project file data packet, wherein the science and technology project file data packet comprises science and technology project file characteristic data and science and technology project file index data;
Collecting science and technology project file report data after the science and technology project is completed, and carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model to obtain science and technology project file compliance data;
comparing and evaluating according to the science and technology project file report data and the science and technology project file index data to obtain a science and technology project file evaluation index;
correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data;
Evaluating and identifying the quality of the science and technology project file according to the science and technology project file evaluation data;
Collecting the science and technology project file report data after the science and technology project is completed, carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model, and obtaining the science and technology project file compliance data, wherein the method comprises the following steps:
collecting science and technology project file report data after completion of the science and technology project, wherein the science and technology project file report data comprises project success report data, result acceptance report data, funds transfer report data, research success report data and profit report data;
Carrying out report compliance evaluation processing according to the project success report data, the result acceptance report data, the fund transfer report data, the ground success report data and the profit report data through a preset project file evaluation model to obtain technological project file compliance data;
The project file evaluation model compliance evaluation program formula is as follows:
；
wherein, Is compliance data of science and technology project files,/>For the ith data in project performance report data, result acceptance report data, funds transfer report data, research performance report data, profit report data,/>Report evaluation factors for projects,/>The preset characteristic coefficient of the ith data;
The step of comparing and evaluating the technical project file report data with the technical project file index data to obtain a technical project file evaluation index comprises the following steps:
Evaluating the project file evaluation model according to the project achievement report data, the result acceptance report data, the fund transfer report data, the research production achievement report data, the profit report data, the project value index data, the result conversion index data, the fund injection auxiliary energy index data, the research creation basic index data and the value profit index data to obtain a scientific project file evaluation index;
the index evaluation formula of the project file evaluation model is as follows:
；
wherein, Assessment index for science and technology project File,/>For the ith data in project performance report data, result acceptance report data, funds transfer report data, research performance report data, profit report data,/>Is the ith data in project value index data, result conversion index data, funding auxiliary energy index data, research basic index data and value income index data,/>Is a quality inspection factor of a science and technology project file,/>Is a preset characteristic coefficient;
The correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file comment data comprises the following steps:
Correcting the science and technology project file evaluation index according to the science and technology project file compliance data and the science and technology project file quality inspection factor to obtain science and technology project file evaluation data;
The correction calculation formula of the science and technology project file evaluation data is as follows:
；
wherein, For the evaluation data of science and technology project files,/>Assessment index for science and technology project File,/>Is compliance data of science and technology project files,/>Is a quality inspection factor of a science and technology project file,/>Is a preset characteristic coefficient.
2. The intelligent assessment method for quality of a science and technology project file according to claim 1, wherein the acquiring a science and technology project file data packet, including science and technology project file feature data and science and technology project file index data, includes:
collecting technological project file feature data, including project kernel feature data, technical attack feature data, support feature data, scientific research platform feature data and a plurality of sub-data of input expected feature data;
Processing the sub data of the characteristic data of the technological project file through a preset project index prediction model to obtain technological project file index data;
The technological project file index data comprise project value index data, result conversion index data, funding auxiliary energy index data, researching and creating basic index data and value income index data;
And synthesizing a science and technology project file data packet according to the science and technology project file characteristic data and the science and technology project file index data.
3. The intelligent evaluation method for quality of a science and technology project file according to claim 2, wherein the evaluating and identifying the quality of the science and technology project file according to the science and technology project file evaluation data comprises the following steps:
acquiring a preset quality evaluation threshold corresponding to the type of the technical project;
Threshold comparison is carried out according to the technological project file evaluation data and the quality evaluation threshold;
If the threshold comparison result meets the preset threshold comparison requirement, the quality evaluation and identification of the technological project file pass;
if the threshold comparison result does not meet the preset threshold comparison requirement, the quality evaluation and identification of the technological project file do not pass.
4. The intelligent assessment method for quality of a science and technology project file according to claim 3, further comprising:
acquiring a corresponding preset project file value level according to the technological project file;
Performing value and profit evaluation on the input expected feature data according to the profit report data and the project file value level to obtain project overflow value-added data;
Comparing the item overflow value-added data with a preset technological item file earn more than planned threshold value, and judging the value and income condition of the technological item;
the calculation formula of the item premium value-added data is as follows:
；
wherein, Value-added data for item premium,/>Reporting data for profit,/>In order to put into effect the desired characteristic data,For item file value level,/>Is a preset coefficient.
5. An intelligent evaluation system for quality of a science and technology project file, which is characterized by comprising: the system comprises a memory and a processor, wherein the memory comprises a program of a technological project file quality intelligent assessment method, and the program of the technological project file quality intelligent assessment method realizes the following steps when being executed by the processor:
acquiring a science and technology project file data packet, wherein the science and technology project file data packet comprises science and technology project file characteristic data and science and technology project file index data;
Collecting science and technology project file report data after the science and technology project is completed, and carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model to obtain science and technology project file compliance data;
comparing and evaluating according to the science and technology project file report data and the science and technology project file index data to obtain a science and technology project file evaluation index;
correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file evaluation data;
Evaluating and identifying the quality of the science and technology project file according to the science and technology project file evaluation data;
Collecting the science and technology project file report data after the science and technology project is completed, carrying out report compliance assessment on the science and technology project file report data according to a preset project file assessment model, and obtaining the science and technology project file compliance data, wherein the method comprises the following steps:
collecting science and technology project file report data after completion of the science and technology project, wherein the science and technology project file report data comprises project success report data, result acceptance report data, funds transfer report data, research success report data and profit report data;
Carrying out report compliance evaluation processing according to the project success report data, the result acceptance report data, the fund transfer report data, the ground success report data and the profit report data through a preset project file evaluation model to obtain technological project file compliance data;
The project file evaluation model compliance evaluation program formula is as follows:
；
wherein, Is compliance data of science and technology project files,/>For the ith data in project performance report data, result acceptance report data, funds transfer report data, research performance report data, profit report data,/>Report evaluation factors for projects,/>The preset characteristic coefficient of the ith data;
The step of comparing and evaluating the technical project file report data with the technical project file index data to obtain a technical project file evaluation index comprises the following steps:
Evaluating the project file evaluation model according to the project achievement report data, the result acceptance report data, the fund transfer report data, the research production achievement report data, the profit report data, the project value index data, the result conversion index data, the fund injection auxiliary energy index data, the research creation basic index data and the value profit index data to obtain a scientific project file evaluation index;
the index evaluation formula of the project file evaluation model is as follows:
；
wherein, Assessment index for science and technology project File,/>For the ith data in project performance report data, result acceptance report data, funds transfer report data, research performance report data, profit report data,/>Is the ith data in project value index data, result conversion index data, funding auxiliary energy index data, research basic index data and value income index data,/>Is a quality inspection factor of a science and technology project file,/>Is a preset characteristic coefficient;
The correcting the science and technology project file evaluation index according to the science and technology project file compliance data to obtain science and technology project file comment data comprises the following steps:
Correcting the science and technology project file evaluation index according to the science and technology project file compliance data and the science and technology project file quality inspection factor to obtain science and technology project file evaluation data;
The correction calculation formula of the science and technology project file evaluation data is as follows:
；
wherein, For the evaluation data of science and technology project files,/>Assessment index for science and technology project File,/>Is compliance data of science and technology project files,/>Is a quality inspection factor of a science and technology project file,/>Is a preset characteristic coefficient.
6. The intelligent assessment system according to claim 5, wherein the acquiring the data packet of the science and technology project file includes feature data of the science and technology project file and index data of the science and technology project file, and includes:
collecting technological project file feature data, including project kernel feature data, technical attack feature data, support feature data, scientific research platform feature data and a plurality of sub-data of input expected feature data;
Processing the sub data of the characteristic data of the technological project file through a preset project index prediction model to obtain technological project file index data;
The technological project file index data comprise project value index data, result conversion index data, funding auxiliary energy index data, researching and creating basic index data and value income index data;
And synthesizing a science and technology project file data packet according to the science and technology project file characteristic data and the science and technology project file index data.
7. A computer-readable storage medium, characterized in that the computer-readable storage medium contains therein a technological project file quality intelligent assessment method program, which, when executed by a processor, implements the steps of the technological project file quality intelligent assessment method according to any one of claims 1 to 4.
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