Method and system for evaluating achievement transformation value
By constructing an evaluation index system and a Vague value evaluation matrix, a multi-dimensional value evaluation of scientific and technological achievements projects was solved, and the problem that value evaluation relies on subjective judgment in the existing technology was solved, and the accuracy of the evaluation was improved.
Patent Information
- Application Number
- CN202411987087.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-12-31
- Publication Date
- 2025-04-25
AI Technical Summary
The value assessment of scientific and technological achievements projects in the prior art depends on subjective judgment and experience, and has low accuracy.
By performing Vague value evaluation on various indicators of scientific and technological achievement projects based on the pre-constructed evaluation index system, a Vague value evaluation matrix is constructed, and a number multiplication operation is performed to obtain the Vague value evaluation after weighting of each indicator, and then the value level of the scientific and technological achievement project is determined.
The value assessment of scientific and technological achievements projects is carried out through multiple dimensions to improve the accuracy of value assessment.
Smart Images

Figure CN119886883A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of achievement transformation value assessment, and in particular to an achievement transformation value assessment method and system. Background Art
[0002] Today, science and technology are advancing by leaps and bounds. However, in the whole process of relying on scientific and technological progress, scientific and technological workers obtain new theories, new technologies, new methods and new achievements through exploration and research, which only completes the preliminary goals of scientific and technological progress; and human demand for science and technology is realized through the application of scientific and technological achievements in practice. In the field of scientific and technological innovation, many scientific and technological achievement projects have potential commercial value, but how to accurately evaluate the value of scientific and technological achievement projects is still a challenge; the value assessment of scientific and technological achievement projects in existing technologies relies on subjective judgment and experience, and the accuracy of value assessment is low. Summary of the invention
[0003] In response to the above problems, the present invention provides a method and system for evaluating the value of achievement transformation, which solves the technical problem that the value evaluation of scientific and technological achievement projects in the prior art relies on subjective judgment and experience and has low accuracy. It can evaluate the value of scientific and technological achievement projects through multiple dimensions and improve the accuracy of value evaluation.
[0004] The embodiment of the present invention provides a method for evaluating the value of achievement transformation, including:
[0005] Based on the pre-built evaluation index system, the Vague value of each index of the scientific and technological achievement project is evaluated to obtain the evaluation results;
[0006] Based on the evaluation results, the Vague value evaluation matrix of each indicator is constructed;
[0007] The Vague value evaluation matrix and the weight vector of the evaluation index system are multiplied to obtain the weighted Vague value comments of each index and obtain the comprehensive evaluation results.
[0008] The value level of the scientific and technological achievement project is determined based on the comprehensive evaluation results.
[0009] In some embodiments, including:
[0010] Determine the primary indicators of the evaluation index system, wherein the primary indicators include five dimensions: technology maturity, market maturity, transformation benefits, transformation capabilities and external environment;
[0011] Determine the secondary indicators corresponding to the primary indicators, where the secondary indicators of technology maturity include technology realization, technology stability and technology advancement, the secondary indicators of market maturity include market demand, market acceptance and market potential, the secondary indicators of transformation benefits include expected benefits, cost savings and return on investment, the secondary indicators of transformation capabilities include R&D capabilities, production capabilities and market promotion capabilities, and the secondary indicators of the external environment include policy support, laws and regulations and social acceptance;
[0012] Determine the weight of each primary indicator and secondary indicator and construct a weight vector table;
[0013] The evaluation index system is constructed based on primary indicators, secondary indicators and weight vector table.
[0014] In some embodiments, including:
[0015] Based on the pre-constructed evaluation index system, an expert scoring method is used to conduct Vague value comments on various secondary indicators of the scientific and technological achievement projects, wherein a Vague value comment set is pre-set, and the Vague value comments are selected from the Vague value comment set;
[0016] Obtain the Vague value comments of each secondary indicator, construct a Vague value comment set, and use the Vague value comment set as the evaluation result.
[0017] In some embodiments, including:
[0018] For each secondary indicator, define a membership function, map the Vague value comments of the secondary indicator to the corresponding numerical value, and determine the membership of each secondary indicator;
[0019] Based on the weight value of the membership degree of each secondary indicator, the Vague value comments of each indicator are converted into numerical form by weighted average, and an evaluation matrix A is constructed:
[0020]
[0021] In the formula, each row represents the membership distribution of a first-level indicator, and each column represents an evaluation level.
[0022] In some embodiments, including:
[0023] The evaluation matrix A is multiplied by the weight vector W of the evaluation index system to obtain the weighted Vague value comment and the comprehensive evaluation result B:
[0024]
[0025] Where ω1, ω2, ω3, ω4, and ω5 are the weights of the first-level indicators’ technology maturity, market maturity, transformation benefit, transformation capability, and external environment, respectively.
[0026] In some embodiments, including:
[0027] Define three review levels: high, medium, and low, and each review level corresponds to a different score range;
[0028] For each comment level, a membership threshold is set;
[0029] For each secondary indicator, determine the corresponding comment level according to the weighted Vague value comments in the comprehensive evaluation result B, and calculate the integral value according to the comment level;
[0030] Sum the integral values of all indicators to get the total integral value;
[0031] Determine the value level of the project of the scientific and technological achievement based on the total score.
[0032] The embodiment of the present invention provides a system for evaluating the value of achievement transformation, including:
[0033] The comment module is used to make Vague value comments on various indicators of scientific and technological achievement projects based on the pre-built evaluation index system to obtain evaluation results;
[0034] The first building module is used to build a Vague value evaluation matrix of each indicator based on the evaluation results;
[0035] The multiplication operation module is used to perform multiplication operation on the Vague value evaluation matrix and the weight vector table of the evaluation index system to obtain the weighted Vague value comments of each index and obtain the comprehensive evaluation result;
[0036] The first determination module is used to determine the value level of the scientific and technological achievement project based on the comprehensive evaluation results.
[0037] Compared with the prior art, the present invention has the following beneficial effects:
[0038] Based on the pre-constructed evaluation index system, the various indicators of the scientific and technological achievement projects are evaluated by Vague values to obtain the evaluation results; based on the evaluation results, the Vague value evaluation matrix of each indicator is constructed; the Vague value evaluation matrix and the weight vector of the evaluation index system are multiplied to obtain the weighted Vague value comments of each indicator and obtain the comprehensive evaluation results; according to the comprehensive evaluation results, the value level of the scientific and technological achievement projects can be determined, and the value of the scientific and technological achievement projects can be evaluated through multiple dimensions to improve the accuracy of value evaluation. BRIEF DESCRIPTION OF THE DRAWINGS
[0039] The embodiments of the present invention are further described below with reference to the accompanying drawings:
[0040] Figure 1 A schematic diagram of the implementation process of a method for evaluating the value of achievement transformation provided by an embodiment of the present invention;
[0041] Figure 2 A schematic diagram of the structure of a system for evaluating the value of achievement transformation provided by an embodiment of the present invention;
[0042] Figure 3 A schematic diagram of the structure of an electronic device provided by an embodiment of the present invention. DETAILED DESCRIPTION
[0043] In order to make the purpose, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings. The described embodiments should not be regarded as limiting the present invention. All other embodiments obtained by ordinary technicians in the field without making creative work are within the scope of protection of the present invention.
[0044] In the following description, reference is made to “some embodiments”, which describe a subset of all possible embodiments, but it will be understood that “some embodiments” may be the same subset or different subsets of all possible embodiments and may be combined with each other without conflict.
[0045] If similar descriptions of "first\second\third" appear in the application documents, the following instructions are added. In the following description, the terms "first\second\third" involved are only used to distinguish similar objects and do not represent a specific order for the objects. It can be understood that "first\second\third" can be interchanged in a specific order or sequence where permitted, so that the embodiments of the present invention described herein can be implemented in an order other than that illustrated or described herein.
[0046] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as those commonly understood by those skilled in the art to which the present invention belongs. The terms used herein are only for the purpose of describing the embodiments of the present invention and are not intended to limit the present invention.
[0047] Based on the problems existing in the related art, an embodiment of the present invention provides a method for evaluating the value of achievement transformation, and the execution subject of the evaluation method can be an electronic device. The electronic device can be various types of terminals such as a laptop, a tablet computer, a desktop computer, a set-top box, a mobile device (for example, a mobile phone, a portable music player, a personal digital assistant, a dedicated messaging device, a portable gaming device), and can also be implemented as a server. The server can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, or a cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content distribution networks (CDNs), and big data and artificial intelligence platforms.
[0048] In some embodiments, the functions implemented by the evaluation method provided by the embodiments of the present invention may be implemented by a processor of an electronic device calling a program code, wherein the program code may be stored in a computer storage medium.
[0049] The embodiment of the present invention provides a method for evaluating the value of achievement transformation. Figure 1 A schematic diagram of the implementation process of a method for evaluating the value of achievement transformation provided by an embodiment of the present invention is shown in FIG. Figure 1 As shown, including:
[0050] Step S1: Based on the pre-constructed evaluation index system, the Vague value of each indicator of the scientific and technological achievement project is evaluated to obtain the evaluation result;
[0051] In some embodiments, constructing an evaluation index system includes:
[0052] Step S100: determining the primary indicators of the evaluation indicator system, wherein the primary indicators include five dimensions: technology maturity, market maturity, transformation benefits, transformation capabilities and external environment;
[0053] Step S200: Determine the secondary indicators corresponding to the primary indicators, wherein the secondary indicators of the technology maturity include technology realization, technology stability and technology advancement, the secondary indicators of the market maturity include market demand, market acceptance and market potential, the secondary indicators of the transformation benefit include expected benefits, cost savings and return on investment, the secondary indicators of the transformation capability include R&D capability, production capability and market promotion capability, and the secondary indicators of the external environment include policy support, laws and regulations and social acceptance;
[0054] Step S300: Determine the weight of each primary indicator and secondary indicator, and construct a weight vector table;
[0055] Step S400: constructing the evaluation index system based on the primary index, the secondary index and the weight vector table.
[0056] In the embodiment of the present invention, the weight vectors of the first-level indicators of technology maturity, market maturity, transformation benefit, transformation capability and external environment can be set to ω1, ω2, ω3, ω4, ω5, while the weight vectors of the second-level indicators of technology maturity, technology realization, technology stability and technology advancement are ω 11 ,ω 12 ,ω 13 , where ω1=ω 11 +ω 12 +ω 13 , the weight vector of the secondary indicators of market maturity, market demand, market acceptance and market potential, is ω 21 ,ω 22 ,ω 23 , where ω2=ω 21 +ω 22 +ω 23 , the weight vector of the secondary indicators of transformation benefit, expected benefits, cost savings and return on investment is ω 31 ,ω 32 ,ω 33 , where ω3=ω 31 +ω 32 +ω 33 The weight vector of the secondary indicators of transformation capability, namely R&D capability, production capability and marketing capability, is ω 41 ,ω 42 ,ω 43 , where ω4 = ω 41 +ω 42 +ω 43 The weight vector of the secondary indicators of the external environment, policy support, laws and regulations, and social acceptance, is ω 51 ,ω 52 ,ω 53 , where ω5 = ω 51 +ω 52 +ω 53 .
[0057] In the embodiment of the present invention, the first-level index is constructed through five dimensions: technology maturity, market maturity, transformation benefit, transformation capability and external environment. The second-level index of technology maturity includes technology realization, technology stability and technology advancement. The second-level index of market maturity includes market demand, market acceptance and market potential. The second-level index of transformation benefit includes expected income, cost savings and return on investment. The second-level index of transformation capability includes R&D capability, production capability and market promotion capability. The second-level index of external environment includes policy support, laws and regulations and social acceptance. The value of scientific and technological achievement projects can be evaluated from multiple dimensions to ensure the accuracy of the value assessment of scientific and technological achievement projects.
[0058] In some embodiments, including:
[0059] Step S11: Based on the pre-constructed evaluation index system, the expert scoring method is used to perform Vague value comments on various secondary indicators of the scientific and technological achievement project, wherein a Vague value comment set is pre-set, and the Vague value comments are selected from the Vague value comment set;
[0060] Step S12: Obtain the Vague value comments of each secondary indicator, construct a Vague value comment set, and use the Vague value comment set as the evaluation result.
[0061] In the embodiment of the present invention, the Vague value comment set can be set to comments such as poor, good, and excellent. Through the expert scoring method, corresponding comments can be selected from the Vague value comment set to assign Vague value comments to the secondary indicators. The set of Vague value comments of all secondary indicators is used as the evaluation result of the scientific and technological achievement project, which is convenient for subsequent processing.
[0062] Step S2: Based on the evaluation results, construct a Vague value evaluation matrix for each indicator;
[0063] In some embodiments, including:
[0064] Step S21: for each secondary indicator, define a membership function, map the Vague value comment of the secondary indicator to the corresponding numerical value, and determine the membership of each secondary indicator;
[0065] Step S22: Based on the weight value of the membership degree of each secondary indicator, the Vague value comment of each indicator is converted into a numerical form by weighted average, and an evaluation matrix A is constructed:
[0066]
[0067] In the formula, each row represents the membership distribution of a first-level indicator, and each column represents an evaluation level.
[0068] In the embodiment of the present invention, a membership function is defined for each secondary indicator in the evaluation result, and the Vague value comments of the secondary indicators are mapped to corresponding numerical values by using the membership function to determine the membership of each secondary indicator. Then, based on the weight value of the membership of each secondary indicator, the Vague value comments of each indicator are converted into numerical form by weighted averaging. The Vague value comments can be converted into numerical form, thereby constructing an evaluation matrix A in numerical form.
[0069] Step S3: multiplying the Vague value evaluation matrix and the weight vector of the evaluation index system to obtain the weighted Vague value comments of each index and obtain the comprehensive evaluation result;
[0070] In some embodiments, including:
[0071] Step S31: Perform a multiplication operation on the evaluation matrix A and the weight vector W of the evaluation index system to obtain a weighted Vague value comment and a comprehensive evaluation result B:
[0072]
[0073] Where ω1, ω2, ω3, ω4, and ω5 are the weights of the first-level indicators’ technology maturity, market maturity, transformation benefit, transformation capability, and external environment, respectively.
[0074] In the embodiment of the present invention, the weighted Vague value comment is obtained by multiplying the evaluation matrix A with the weight vector W of the evaluation index system, thereby obtaining a comprehensive evaluation result B, which can comprehensively consider the impact of all indicators on the final evaluation result and help to more comprehensively evaluate scientific and technological achievement projects.
[0075] Step S4: Determine the value level of the scientific and technological achievement project based on the comprehensive evaluation results.
[0076] In some embodiments, including:
[0077] Step S41: define three review levels: high, medium and low, each review level corresponds to a different score range;
[0078] Step S42: For each comment level, set a membership threshold;
[0079] Step S43: for each secondary indicator, determine the corresponding comment level according to the weighted Vague value comments in the comprehensive evaluation result B, and calculate the integral value according to the comment level;
[0080] Step S44: summing the integral values of all indicators to obtain a total integral value;
[0081] Step S45: Determine the value level of the scientific and technological achievement project based on the total score.
[0082] In the embodiment of the present invention, for example, the membership of the comment level of "low" is ≤0.33, the membership of the comment level of "medium" is 0.33<membership≤0.66, and the membership of the comment level of "high" is>0.66. For each secondary indicator, according to the weighted Vague value comment, determine which comment level it belongs to, for example, if the weighted Vague value comment of the technical realization degree is 0.4, it belongs to the "medium" level. For each secondary indicator, the integral value is calculated according to the comment level. For example, if the integral range of the "medium" level is 10 to 20, a linear mapping can be set so that 0.33 corresponds to 10 and 0.66 corresponds to 20. Therefore, the integral value corresponding to 0.4 can be obtained by linear interpolation calculation. The integral values of all secondary indicators are added to obtain the total integral value, and the value level of the scientific and technological achievement project is determined by the total integral value. The weight and Vague value comment of each secondary indicator are reasonably considered in the comprehensive evaluation, and a quantitative evaluation result is provided by the total integral value.
[0083] In summary, based on the pre-constructed evaluation index system, the Vague value comments are made on the indicators of the scientific and technological achievement projects to obtain the evaluation results; based on the evaluation results, the Vague value evaluation matrix of each indicator is constructed; the Vague value evaluation matrix and the weight vector of the evaluation index system are multiplied to obtain the weighted Vague value comments of each indicator and obtain the comprehensive evaluation results; according to the comprehensive evaluation results, the value level of the scientific and technological achievement projects can be determined, and the value of the scientific and technological achievement projects can be evaluated through multiple dimensions to improve the accuracy of value evaluation.
[0084] Based on the foregoing embodiments, an embodiment of the present invention provides a system for evaluating the value of achievement transformation. The modules included in the system and the units included in the modules can be implemented by a processor in a computer device; of course, they can also be implemented by a specific logic circuit; in the implementation process, the processor can be a central processing unit (CPU, Central Processing Unit), a microprocessor (MPU, Microprocessor Unit), a digital signal processor (DSP, Digital Signa l Processing) or a field programmable gate array (FPGA, Field Programmable Gate Array), etc.
[0085] The embodiment of the present invention provides a system for evaluating the value of achievement transformation. Figure 2 A schematic diagram of a system for evaluating the value of achievement transformation provided by an embodiment of the present invention is shown in FIG. Figure 2As shown, including:
[0086] The comment module is used to make Vague value comments on various indicators of scientific and technological achievement projects based on the pre-built evaluation index system to obtain evaluation results;
[0087] The first building module is used to build a Vague value evaluation matrix of each indicator based on the evaluation results;
[0088] The multiplication operation module is used to perform multiplication operation on the Vague value evaluation matrix and the weight vector table of the evaluation index system to obtain the weighted Vague value comments of each index and obtain the comprehensive evaluation result;
[0089] The first determination module is used to determine the value level of the scientific and technological achievement project based on the comprehensive evaluation results.
[0090] In some embodiments, including:
[0091] The second determination module is used to determine the primary indicators of the evaluation indicator system, wherein the primary indicators include five dimensions: technology maturity, market maturity, transformation benefits, transformation capabilities and external environment;
[0092] The third determination module is used to determine the secondary indicators corresponding to the primary indicators, wherein the secondary indicators of the technology maturity include technology realization, technology stability and technology advancement, the secondary indicators of the market maturity include market demand, market acceptance and market potential, the secondary indicators of the transformation benefit include expected benefits, cost savings and return on investment, the secondary indicators of the transformation capability include R&D capability, production capability and market promotion capability, and the secondary indicators of the external environment include policy support, laws and regulations and social acceptance;
[0093] The fourth determination module is used to determine the weight of each primary indicator and secondary indicator and construct a weight vector table;
[0094] The second construction module is used to construct the evaluation index system based on the primary index, the secondary index and the weight vector table.
[0095] In some embodiments, the review module includes:
[0096] A comment unit, which is used to make Vague value comments on various secondary indicators of scientific and technological achievement projects based on a pre-constructed evaluation index system and using an expert scoring method, wherein a Vague value comment set is pre-set and the Vague value comments are selected from the Vague value comment set;
[0097] The first construction unit is used to obtain the Vague value comments of each secondary indicator, construct a Vague value comment set, and use the Vague value comment set as the evaluation result.
[0098] In some embodiments, the first building block includes:
[0099] The first determination unit defines a membership function for each secondary indicator, maps the Vague value comment of the secondary indicator to the corresponding numerical value, and determines the membership of each secondary indicator;
[0100] The second construction unit, based on the weight value of the membership degree of each secondary indicator, uses the weighted average method to convert the Vague value comments of each indicator into numerical form, and constructs an evaluation matrix A:
[0101]
[0102] In the formula, each row represents the membership distribution of a first-level indicator, and each column represents an evaluation level.
[0103] In some embodiments, the multiplication operation module includes:
[0104] The multiplication unit is used to perform multiplication operation on the evaluation matrix A and the weight vector W of the evaluation index system to obtain the weighted Vague value comment and the comprehensive evaluation result B:
[0105]
[0106] Where ω1, ω2, ω3, ω4, and ω5 are the weights of the first-level indicators’ technology maturity, market maturity, transformation benefit, transformation capability, and external environment, respectively.
[0107] In some embodiments, the first determining module includes:
[0108] The definition unit is used to define three review levels: high, medium, and low. Each review level corresponds to a different score range.
[0109] A setting unit, used for setting a membership threshold for each comment level;
[0110] A calculation unit, for each secondary indicator, determines a corresponding comment level according to the weighted Vague value comments in the comprehensive evaluation result B, and calculates a score value according to the comment level;
[0111] A summing unit is used to sum the integral values of all indicators to obtain a total integral value;
[0112] The second determining unit is used to determine the value level of the project of the scientific and technological achievement according to the total integral value.
[0113] It should be noted that, in the embodiment of the present invention, if the above-mentioned evaluation method is implemented in the form of a software function module and sold or used as an independent product, it can also be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the embodiment of the present invention can be essentially or partly reflected in the form of a software product that contributes to the prior art. The computer software product is stored in a storage medium, including several instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute all or part of the methods described in each embodiment of the present invention. The aforementioned storage medium includes: various media that can store program codes, such as a U disk, a mobile hard disk, a read-only memory (ROM, Read Only Memory), a magnetic disk or an optical disk. In this way, the embodiment of the present invention is not limited to any specific combination of hardware and software.
[0114] Accordingly, an embodiment of the present invention provides a storage medium on which a computer program is stored, characterized in that when the computer program is executed by a processor, the steps in the evaluation method provided in the above embodiment are implemented.
[0115] An embodiment of the present invention provides an electronic device; Figure 3 A schematic diagram of the structure of an electronic device provided by an embodiment of the present invention is shown in FIG. Figure 3 As shown, the electronic device 400 includes: a processor 401, at least one communication bus 402, a user interface 403, at least one external communication interface 404, and a memory 405. The communication bus 402 is configured to realize the connection and communication between these components. The user interface 403 may include a display screen, and the external communication interface 404 may include a standard wired interface and a wireless interface. The processor 401 is configured to execute the program of the evaluation method stored in the memory to implement the steps in the evaluation method provided in the above embodiment.
[0116] It should be noted that the description of the above storage medium and electronic device embodiments is similar to the description of the above method embodiments, and has similar beneficial effects as the method embodiments. For technical details not disclosed in the storage medium and device embodiments of the present invention, please refer to the description of the method embodiments of the present invention for understanding.
[0117] In the several embodiments provided by the present invention, it should be understood that the disclosed devices and methods can be implemented in other ways. The device embodiments described above are only schematic. For example, the division of the units is only a logical function division. There may be other division methods in actual implementation, such as: multiple units or components can be combined, or can be integrated into another system, or some features can be ignored or not executed. In addition, the coupling, direct coupling, or communication connection between the components shown or discussed can be through some interfaces, and the indirect coupling or communication connection of the devices or units can be electrical, mechanical or other forms.
[0118] The units described above as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units; they may be located in one place or distributed on multiple network units; some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.
[0119] In addition, all functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be separately used as a unit, or two or more units may be integrated into one unit; the above-mentioned integrated units may be implemented in the form of hardware or in the form of hardware plus software functional units.
[0120] A person skilled in the art can understand that all or part of the steps of implementing the above method embodiment can be completed by hardware related to program instructions, and the aforementioned program can be stored in a computer-readable storage medium. When the program is executed, it executes the steps of the above method embodiment; and the aforementioned storage medium includes: mobile storage devices, read-only memories (ROM, Read On ly Memory), disks or optical disks, etc. Various media that can store program codes.
[0121] Alternatively, if the above-mentioned integrated unit of the present invention is implemented in the form of a software function module and sold or used as an independent product, it can also be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the embodiment of the present invention can be essentially or partly reflected in the form of a software product, which is stored in a storage medium and includes several instructions for a controller to execute all or part of the methods described in various embodiments of the present invention. The aforementioned storage medium includes: various media that can store program codes, such as mobile storage devices, ROMs, magnetic disks or optical disks.
[0122] The above is only an embodiment of the present invention, but the protection scope of the present invention is not limited thereto. Any person skilled in the art can easily think of changes or substitutions within the technical scope disclosed by the present invention, which should be included in the protection scope of the present invention. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.
Claims
1. A method for evaluating the value of achievement transformation, characterized in that: include: Based on the pre-built evaluation index system, the Vague value of each index of the scientific and technological achievement project is evaluated to obtain the evaluation results; Based on the evaluation results, the Vague value evaluation matrix of each indicator is constructed; The Vague value evaluation matrix and the weight vector of the evaluation index system are multiplied to obtain the weighted Vague value comments of each index and obtain the comprehensive evaluation results. The value level of the scientific and technological achievement project is determined based on the comprehensive evaluation results.
2. A method for evaluating the value of achievement transformation according to claim 1, characterized in that: include: Determine the primary indicators of the evaluation index system, wherein the primary indicators include five dimensions: technology maturity, market maturity, transformation benefits, transformation capabilities and external environment; Determine the secondary indicators corresponding to the primary indicators, where the secondary indicators of technology maturity include technology realization, technology stability and technology advancement, the secondary indicators of market maturity include market demand, market acceptance and market potential, the secondary indicators of transformation benefits include expected benefits, cost savings and return on investment, the secondary indicators of transformation capabilities include R&D capabilities, production capabilities and market promotion capabilities, and the secondary indicators of the external environment include policy support, laws and regulations and social acceptance; Determine the weight of each primary indicator and secondary indicator and construct a weight vector table; The evaluation index system is constructed based on primary indicators, secondary indicators and weight vector table.
3. A method for evaluating the value of achievement transformation according to claim 2, characterized in that: include: Based on the pre-constructed evaluation index system, an expert scoring method is used to conduct Vague value comments on various secondary indicators of the scientific and technological achievement projects, wherein a Vague value comment set is pre-set, and the Vague value comments are selected from the Vague value comment set; Obtain the Vague value comments of each secondary indicator, construct a Vague value comment set, and use the Vague value comment set as the evaluation result.
4. A method for evaluating the value of achievement transformation according to claim 3, characterized in that: include: For each secondary indicator, define a membership function, map the Vague value comments of the secondary indicator to the corresponding numerical value, and determine the membership of each secondary indicator; Based on the weight value of the membership degree of each secondary indicator, the Vague value comments of each indicator are converted into numerical form by weighted average, and an evaluation matrix A is constructed: In the formula, each row represents the membership distribution of a first-level indicator, and each column represents an evaluation level.
5. A method for evaluating the value of achievement transformation according to claim 4, characterized in that: include: The evaluation matrix A is multiplied by the weight vector W of the evaluation index system to obtain the weighted Vague value comment and the comprehensive evaluation result B: Where ω1, ω2, ω3, ω4, and ω5 are the weights of the first-level indicators’ technology maturity, market maturity, transformation benefit, transformation capability, and external environment, respectively.
6. A method for evaluating the value of achievement transformation according to claim 5, characterized in that: include: Define three review levels: high, medium, and low, and each review level corresponds to a different score range; For each comment level, a membership threshold is set; For each secondary indicator, determine the corresponding comment level according to the weighted Vague value comments in the comprehensive evaluation result B, and calculate the integral value according to the comment level; Sum the integral values of all indicators to get the total integral value; Determine the value level of the project of the scientific and technological achievement based on the total score.
7. A system for evaluating the value of achievement transformation, characterized in that: include: The comment module is used to make Vague value comments on various indicators of scientific and technological achievement projects based on the pre-built evaluation index system to obtain evaluation results; The first building module is used to build a Vague value evaluation matrix of each indicator based on the evaluation results; The multiplication operation module is used to perform multiplication operation on the Vague value evaluation matrix and the weight vector table of the evaluation index system to obtain the weighted Vague value comments of each index and obtain the comprehensive evaluation result; The first determination module is used to determine the value level of the scientific and technological achievement project based on the comprehensive evaluation results.
Citation Information
Patent Citations
Seed achievement value evaluation method
CN105139260A
Scientific and technological achievement market value evaluation method based on AHP fuzzy comprehensive evaluation model
CN110111024A
Power industry scientific and technological achievement transformation maturity evaluation method based on coupling weighting method
CN111325635A
Scientific and technological project achievement transformation evaluation method and device based on AHP and grey clustering
CN112330154A
Fuzzy comprehensive evaluation model system
CN118115039A