A data management system serving enterprise innovation management

Abstract

The present invention discloses a data management system serving enterprise innovation management, and relates to the technical field of data analysis and mining. By analyzing the process of collecting internal and external innovation data information of a designated enterprise within a specific time period, including the number of external innovation sources and the utilization rate of internal innovation resources, it is helpful to fully understand the source and utilization of innovation resources. Through the collected innovation data information, the corresponding comprehensive innovation benefit coefficient of the designated enterprise is calculated, which provides a quantitative indicator for the enterprise to evaluate innovation performance. By analyzing the number of ideas corresponding to each innovation project within the designated enterprise within a specific time period, the pass rate of idea review and the idea processing cycle, it is helpful to fully evaluate the idea generation of the enterprise. By calculating the idea generation efficiency evaluation coefficient corresponding to the idea of ​​each innovation project generated by the enterprise, a quantitative indicator is provided for the enterprise to evaluate the idea generation performance.

Description

Technical Field

[0001] The present invention relates to the technical field of data analysis and mining, and in particular to a data management system serving enterprise innovation management. Background Art

[0002] With the continuous development and application of information technology, more and more companies are aware of the importance of digital transformation. Companies are beginning to realize that using data and technology to support innovation management is an inevitable choice to improve competitiveness and adapt to market changes. In order to stand out in the market, companies need to continuously improve their innovation capabilities and accelerate the development and launch of new products, services or business models.

[0003] At present, a data management system serving enterprise innovation management may have the following problems: 1. When managing data on innovation of a specified enterprise, the existing few data management systems fail to analyze the steps before determining the creativity, which will lead to inefficient use of innovation resources. There is a lack of systematic collection and utilization evaluation of external and internal innovation resources. Enterprises cannot effectively tap potential innovation opportunities, resulting in waste and inefficient use of innovation resources. There is a lack of monitoring and evaluation of indicators such as the number of ideas, review pass rate and processing cycle, which will result in the inability to transform innovative ideas into actual projects in a timely manner, affecting the innovation competitiveness and market performance of the enterprise.

[0004] 2. Some data management systems lack comprehensive evaluation of the comprehensive benefit coefficient of innovation and the evaluation coefficient of the efficiency of creative generation. Enterprises are unable to fully understand the efficiency bottlenecks and optimization space in the innovation management process, and it is difficult to effectively improve innovation efficiency and quality. Project progress parameters are not fully evaluated and monitored. Enterprises are unable to promptly discover project delays or waste of resources, which may lead to slow project progress, increased costs and reduced market competitiveness. Summary of the invention

[0005] The purpose of the present invention is to provide a data management system serving enterprise innovation management, which solves the problems existing in the background technology.

[0006] In order to solve the above technical problems, the present invention adopts the following technical solutions: The present invention provides a data management system serving enterprise innovation management, including: an innovation resource collection module, which is used to collect corresponding innovation data information inside and outside a specified enterprise within a specified time period, and the innovation data information includes the number of external innovation sources and the utilization rate of internal innovation resources, and then calculates the corresponding innovation comprehensive benefit coefficient of the specified enterprise.

[0007] The creative generation module is used to analyze the creative information corresponding to each innovation project in the designated enterprise within a specified time period based on the innovation data information corresponding to the designated enterprise and through the online creative platform and creative review mechanism. The creative information includes the number of ideas, the creative review pass rate, and the creative processing cycle, and then calculates the creative generation efficiency evaluation coefficient corresponding to the designated enterprise when generating ideas for each innovation project.

[0008] The innovation efficiency analysis module is used to analyze the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of each innovation project is determined based on the innovation comprehensive benefit coefficient corresponding to the designated enterprise and the creativity generation efficiency evaluation coefficient corresponding to the designated enterprise when generating the creativity of each innovation project, thereby analyzing whether the efficiency corresponding to the designated enterprise when the creativity of each innovation project is determined meets the innovation management requirements.

[0009] The innovation project management module is used to obtain the project progress parameters corresponding to each innovation project when the efficiency corresponding to the innovation management requirements is determined by the designated enterprise when a certain innovation project idea is determined. The project progress parameters include project progress, resource utilization, and technology development cycle, and then calculate the project progress evaluation coefficient corresponding to each innovation project of the designated enterprise, thereby analyzing whether the project progress speed corresponding to each innovation project of the designated enterprise meets the requirements.

[0010] The early warning terminal is used to issue early warning prompts when the efficiency corresponding to a designated enterprise in determining the idea of ​​a certain innovation project does not meet the innovation management requirements, and when the project progress speed corresponding to each innovation project of the designated enterprise does not meet the requirements.

[0011] Preferably, the collection of innovation data information inside and outside the designated enterprise is specifically carried out as follows: A1, by subscribing to professional market research reports, monitoring industry trends, and participating in industry conferences, the quantity information of external innovation sources is collected, and academic literature search tools are used to search for external innovation information related to the business of the designated enterprise, thereby obtaining the number of external innovation sources by statistics;

[0012] A2. By counting the number of employee proposals adopted and implemented in a specified enterprise within a specified time period, the actual number of internal innovation resources used is obtained, which is recorded as C. By querying the resource management system of a specified enterprise, the number of internal innovation resources available within the specified enterprise is obtained, which is recorded as C'. The calculation formula is , and obtain the internal innovation resource utilization rate B.

[0013] Preferably, the calculation obtains the innovation comprehensive benefit coefficient corresponding to the specified enterprise, and the specific calculation process is as follows: Substitute the number of external innovation sources corresponding to the specified enterprise within and outside the specified time period and the internal innovation resource utilization rate into the calculation formula , the corresponding comprehensive innovation benefit coefficient α of the specified enterprise is obtained, where A and B represent the number of external innovation sources and the utilization rate of internal innovation resources within and outside the specified enterprise respectively within the specified time period, A' and B' represent the preset standard number of external innovation sources and the standard utilization rate of internal innovation resources respectively, ΔA and ΔB represent the difference in the number of permitted external innovation sources and the difference in the utilization rate of permitted internal innovation resources respectively, and η1 and η2 represent the weight factors corresponding to the set number of external innovation sources and the weight factors corresponding to the utilization rate of internal innovation resources respectively.

[0014] Preferably, the analysis obtains the creative information corresponding to each innovation project in the designated enterprise, and the specific analysis process is as follows: S1, after the employees, departments, and teams in the designated enterprise submit their creative ideas on the creative collection platform, the submission methods include submitting forms, online surveys, and creative competitions, and the creative ideas are summarized to obtain a specific number of creative ideas;

[0015] S2. Establish a creative review mechanism by setting up a review committee and a review group to conduct creative review, obtain review standards and indicators for scoring and screening, and the review committee and review group record the review results of the creative ideas, and count the number of creative ideas passed by each innovation project and the total number of creative ideas submitted. i is the number corresponding to each innovation project, i=1,2...,n, n is any integer greater than 2, and they are respectively denoted as D i , D' i , by calculating the formula , and obtain the creative review pass rate Y corresponding to each innovation project i ;

[0016] S3. When individual employees, departments, or teams submit ideas, record the time when the ideas are submitted, and record the corresponding time when the ideas are adopted and rejected. Difference between the time when the ideas are submitted and the time when the ideas are adopted and rejected is calculated to obtain the idea processing cycle.

[0017] Preferably, the calculation obtains the creative generation efficiency evaluation coefficient corresponding to the creative ideas of each innovation project generated by the designated enterprise. The specific calculation process is as follows: the number of creative ideas corresponding to each innovation project within the designated enterprise within a specified time period, the creative review pass rate, and the creative processing cycle are substituted into the calculation formula , we get the creative generation efficiency evaluation coefficient β corresponding to the creative generation of each innovation project of the specified enterprise i , where X i , Y i 、T i The number of creative ideas, creative review pass rate, and creative processing cycle corresponding to the i-th innovation project in the enterprise within a specified time period are respectively specified. X', Y', and T' are the set standard number of creative ideas, standard creative review pass rate, and standard creative processing cycle, respectively. , , They are the weight factor corresponding to the set number of creative ideas, the weight factor corresponding to the creative review pass rate, and the weight factor corresponding to the creative processing cycle.

[0018] Preferably, the analysis obtains the comprehensive efficiency evaluation coefficient corresponding to each innovation project of the designated enterprise when the creativity is determined. The specific analysis process is as follows: Substitute the innovation comprehensive benefit coefficient corresponding to the designated enterprise and the creativity generation efficiency evaluation coefficient corresponding to each innovation project of the designated enterprise into the calculation formula , to the comprehensive efficiency evaluation coefficient x corresponding to the designated enterprise when the creativity of each innovation project is determined i , where α represents the comprehensive innovation benefit coefficient corresponding to the specified enterprise, β i The creative generation efficiency evaluation coefficient corresponding to the creativity corresponding to the i-th innovation project generated by the designated enterprise, π1 and π2 are the weight factors corresponding to the set innovation comprehensive benefit coefficient and the weight factors corresponding to the creative generation efficiency evaluation coefficient, respectively.

[0019] Preferably, the analysis specifies whether the efficiency corresponding to the designated enterprise when the creativity of each innovation project is determined meets the innovation management requirements. The specific analysis process is as follows: the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of each innovation project is determined is compared with the set comprehensive efficiency evaluation coefficient threshold. If the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of a certain innovation project is determined is greater than or equal to the set comprehensive efficiency evaluation coefficient threshold, then it is determined that the efficiency corresponding to the designated enterprise when the creativity of the innovation project is determined meets the innovation management requirements. If the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of a certain innovation project is determined is less than the set comprehensive efficiency evaluation coefficient threshold, then it is determined that the efficiency corresponding to the designated enterprise when the creativity of the innovation project is determined does not meet the innovation management requirements. This analyzes whether the efficiency corresponding to the designated enterprise when the creativity of each innovation project is determined meets the innovation management requirements.

[0020] Preferably, the calculation obtains the project progress assessment coefficient corresponding to each innovation project of the specified enterprise, and the specific calculation process is as follows: , and obtain the project progress evaluation coefficient ψ corresponding to each innovation project of the specified enterprise i , i is the number corresponding to each innovation project, i=1,2...,n, n is any integer greater than 2, where w i 、f i ,t iThey represent the project progress, resource utilization rate, and technology development cycle corresponding to the ith innovation project, respectively. w', f', and t' are the set standard project progress, standard resource utilization rate, and standard technology development cycle, respectively. μ1, μ2, and μ3 are the weight factors corresponding to the set project progress, resource utilization rate, and technology development cycle, respectively.

[0021] Preferably, the analysis specifies whether the project progress speed corresponding to each innovation project of the enterprise meets the requirements. The specific analysis process is as follows:

[0022] The project progress assessment coefficient corresponding to each innovation project of the designated enterprise is compared with the set project progress assessment coefficient threshold. If the project progress assessment coefficient corresponding to an innovation project of the designated enterprise is greater than or equal to the set project progress assessment coefficient threshold, then it is determined that the project progress speed corresponding to the innovation project of the designated enterprise meets the requirements. If the project progress assessment coefficient corresponding to an innovation project of the designated enterprise is less than the set project progress assessment coefficient threshold, then it is determined that the project progress speed corresponding to the innovation project of the designated enterprise does not meet the requirements. This is used to analyze whether the project progress speeds corresponding to each innovation project of the designated enterprise meet the requirements.

[0023] The beneficial effects of the present invention are: 1. A data management system serving enterprise innovation management provided by the present invention, by analyzing the process of collecting internal and external innovation data information of a specified enterprise within a specific time period, including the number of external innovation sources and the utilization rate of internal innovation resources, helps to fully understand the source and utilization of innovation resources. Through the collected innovation data information, the corresponding comprehensive innovation benefit coefficient of the specified enterprise can be calculated, providing the enterprise with a quantitative indicator to evaluate innovation performance. By analyzing the creative information of each innovation project within a specific time period within the specified enterprise, including the number of ideas, the creative review pass rate and the creative processing cycle, it helps to comprehensively evaluate the creative generation of the enterprise. Through data analysis, the corresponding creative generation efficiency evaluation coefficient when the enterprise generates ideas for each innovation project can be calculated, providing the enterprise with a quantitative indicator to evaluate creative generation performance.

[0024] 2. The embodiment of the present invention uses this module to analyze the comprehensive efficiency evaluation coefficient of the enterprise from collecting innovation resources to generating creative ideas for each innovation project based on the comprehensive innovation benefit coefficient and the creative generation efficiency evaluation coefficient, so as to comprehensively evaluate the innovation performance and efficiency level of the enterprise. When the innovation efficiency of the enterprise meets the requirements, the innovation project management module can obtain the project progress parameters of each innovation project, including project progress, resource utilization, technology development cycle, etc., and calculate the project progress evaluation coefficient corresponding to each innovation project of the specified enterprise, so as to help the enterprise evaluate whether the progress speed and quality of the innovation project meet the requirements. BRIEF DESCRIPTION OF THE DRAWINGS

[0025] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0026] Figure 1 It is a schematic diagram of the system structure connection of the present invention. DETAILED DESCRIPTION

[0027] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0028] See also Figure 1 As shown, the present invention provides a data management system serving enterprise innovation management, the system comprising: an innovation resource collection module, a creativity generation module, an innovation efficiency analysis module, an innovation project management module and an early warning terminal.

[0029] The innovation resource collection module is connected to the creative generation module, the creative generation module is connected to the innovation efficiency analysis module, the innovation efficiency analysis module is connected to the innovation project management module, and the innovation project management module is connected to the early warning terminal.

[0030] The innovation resource collection module is used to collect the corresponding innovation data information inside and outside the specified enterprise within a specified time period. The innovation data information includes the number of external innovation sources and the utilization rate of internal innovation resources, and then calculates the corresponding innovation comprehensive benefit coefficient of the specified enterprise.

[0031] In a specific embodiment, the collection of innovation data information inside and outside the designated enterprise is specifically carried out as follows: A1. By subscribing to professional market research reports, monitoring industry trends, and participating in industry conferences, the quantity information of external innovation sources is collected, and academic literature search tools are used to search for external innovation information related to the business of the designated enterprise, thereby obtaining the number of external innovation sources by statistics;

[0032] A2. By counting the number of employee proposals adopted and implemented in a specified enterprise within a specified time period, the actual number of internal innovation resources used is obtained, which is recorded as C. By querying the resource management system of a specified enterprise, the number of internal innovation resources available within the specified enterprise is obtained, which is recorded as C'. The calculation formula is , and obtain the internal innovation resource utilization rate B.

[0033] It should be noted that external sources of innovation include industry trends, competitors' new products, technologies, patents, etc.

[0034] In a specific embodiment, the calculation obtains the innovation comprehensive benefit coefficient corresponding to the specified enterprise, and the specific calculation process is as follows: Substitute the number of external innovation sources corresponding to the specified enterprise within and outside the specified time period and the internal innovation resource utilization rate into the calculation formula , the corresponding comprehensive innovation benefit coefficient α of the specified enterprise is obtained, where A and B represent the number of external innovation sources and the utilization rate of internal innovation resources within and outside the specified enterprise respectively within the specified time period, A' and B' represent the preset standard number of external innovation sources and the standard utilization rate of internal innovation resources respectively, ΔA and ΔB represent the difference in the number of permitted external innovation sources and the difference in the utilization rate of permitted internal innovation resources respectively, and η1 and η2 represent the weight factors corresponding to the set number of external innovation sources and the weight factors corresponding to the utilization rate of internal innovation resources respectively.

[0035] It should be noted that the values ​​of η1 and η2 are both greater than 0 and less than 1.

[0036] It is also necessary to explain that the industry data and competitor performance are studied to determine the industry average, the size of the enterprise, the development stage and strategic goals are taken into consideration, the internal innovation resource utilization rate targets are tailored, and the standard external innovation source quantity and standard internal innovation resource utilization rate are determined in cooperation with management and key stakeholders;

[0037] Analyze the innovation gap and market demand between the designated enterprise and other enterprises in the market, determine the target level, evaluate the internal innovation resources and utilization status of the designated enterprise, set the gap target, communicate the target to the team, and thus determine the set difference in the number of permitted external innovation sources and the difference in the utilization rate of permitted internal innovation resources;

[0038] Obtain opinions and suggestions from relevant stakeholders, determine the relative importance of various indicators based on the company's strategic goals, and ultimately determine the weight factors corresponding to the number of external innovation sources and the weight factors corresponding to the utilization rate of internal innovation resources.

[0039] The creative generation module is used to analyze the creative information corresponding to each innovation project in the designated enterprise within a specified time period based on the innovation data information corresponding to the designated enterprise and through the online creative platform and creative review mechanism. The creative information includes the number of ideas, the creative review pass rate, and the creative processing cycle, and then calculates the creative generation efficiency evaluation coefficient corresponding to the designated enterprise when generating ideas for each innovation project.

[0040] In a specific embodiment, the analysis obtains the creative information corresponding to each innovation project in the designated enterprise, and the specific analysis process is as follows: S1, after the employees, departments, and teams in the designated enterprise submit their creative ideas on the creative collection platform, the submission methods include submitting forms, online surveys, and creative competitions, and the creative ideas are summarized to obtain a specific number of creative ideas;

[0041] S2. Establish a creative review mechanism by setting up a review committee and a review group to conduct creative review, obtain review standards and indicators for scoring and screening, and the review committee and review group record the review results of the creative ideas, and count the number of creative ideas passed by each innovation project and the total number of creative ideas submitted. i is the number corresponding to each innovation project, i=1,2...,n, n is any integer greater than 2, and they are respectively denoted as D i , D' i , by calculating the formula , and obtain the creative review pass rate Y corresponding to each innovation project i ;

[0042] S3. When individual employees, departments, or teams submit ideas, record the time when the ideas are submitted, and record the corresponding time when the ideas are adopted and rejected. Difference between the time when the ideas are submitted and the time when the ideas are adopted and rejected is calculated to obtain the idea processing cycle.

[0043] It should be noted that the establishment of a creative review mechanism first requires setting up review standards and indicators, establishing review processes and methods, formulating review rules, including the way to submit ideas, review time nodes, etc., and determining the selection criteria and training plan for reviewers. Finally, the establishment of the creative review mechanism is completed.

[0044] In a specific embodiment, the calculation obtains the creativity generation efficiency evaluation coefficient corresponding to the specified enterprise when generating creativity for each innovation project. The specific calculation process is as follows:

[0045] Substitute the number of creative ideas, creative review pass rate, and creative processing cycle corresponding to each innovation project in a specified enterprise within a specified time period into the calculation formula , we get the creative generation efficiency evaluation coefficient β corresponding to the creative generation of each innovation project of the specified enterprise i , where X i , Y i 、T i The number of creative ideas, creative review pass rate, and creative processing cycle corresponding to the i-th innovation project in the enterprise within a specified time period are respectively specified. X', Y', and T' are the set standard number of creative ideas, standard creative review pass rate, and standard creative processing cycle, respectively. , , They are the weight factor corresponding to the set number of creative ideas, the weight factor corresponding to the creative review pass rate, and the weight factor corresponding to the creative processing cycle.

[0046] It should be noted that , , The value of is greater than 0 and less than 1.

[0047] It should also be noted that according to industry standards and other enterprise-related data, market demand and trends are investigated, internal innovation capabilities and resource investment of enterprises are evaluated, and through the formulation of goals and strategies, the number of standard ideas, the approval rate of standard ideas, and the processing cycle of standard ideas are determined in combination with quantitative indicators;

[0048] Collect opinions and suggestions from relevant stakeholders, including management, review committees, and idea submitters; quantify the importance of each indicator through data analysis and model calculations; and determine the weight factors corresponding to the number of ideas, the weight factors corresponding to the creative review pass rate, and the weight factors corresponding to the creative processing cycle in combination with the company's strategic goals and rules of thumb.

[0049] The innovation efficiency analysis module is used to analyze the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of each innovation project is determined based on the innovation comprehensive benefit coefficient corresponding to the designated enterprise and the creativity generation efficiency evaluation coefficient corresponding to the designated enterprise when generating the creativity of each innovation project, thereby analyzing whether the efficiency corresponding to the designated enterprise when the creativity of each innovation project is determined meets the innovation management requirements.

[0050] In a specific embodiment, the analysis obtains the comprehensive efficiency evaluation coefficient corresponding to each innovation project of the designated enterprise when the creativity is determined. The specific analysis process is as follows: Substitute the innovation comprehensive benefit coefficient corresponding to the designated enterprise and the creativity generation efficiency evaluation coefficient corresponding to the creativity corresponding to each innovation project of the designated enterprise into the calculation formula , to the comprehensive efficiency evaluation coefficient x corresponding to the designated enterprise when the creativity of each innovation project is determined i , where α represents the comprehensive innovation benefit coefficient corresponding to the specified enterprise, β i The creative generation efficiency evaluation coefficient corresponding to the creativity corresponding to the i-th innovation project generated by the designated enterprise, π1 and π2 are the weight factors corresponding to the set innovation comprehensive benefit coefficient and the weight factors corresponding to the creative generation efficiency evaluation coefficient, respectively.

[0051] It should be noted that the values ​​of π1 and π2 are both greater than 0 and less than 1.

[0052] It should also be noted that the importance and contribution of the two indicators to the company are determined through expert review and data analysis, and the weight factors of the comprehensive innovation benefit coefficient and the idea generation efficiency evaluation coefficient are determined through discussions between the company's management and relevant stakeholders.

[0053] In a specific embodiment, the analysis specifies whether the efficiency corresponding to the designated enterprise when the creativity of each innovation project is determined meets the innovation management requirements. The specific analysis process is as follows: the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of each innovation project is determined is compared with a set comprehensive efficiency evaluation coefficient threshold. If the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of a certain innovation project is determined is greater than or equal to the set comprehensive efficiency evaluation coefficient threshold, then it is determined that the efficiency corresponding to the designated enterprise when the creativity of the innovation project is determined meets the innovation management requirements. If the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the creativity of a certain innovation project is determined is less than the set comprehensive efficiency evaluation coefficient threshold, then it is determined that the efficiency corresponding to the designated enterprise when the creativity of the innovation project is determined does not meet the innovation management requirements. This analyzes whether the efficiency corresponding to the designated enterprise when the creativity of each innovation project is determined meets the innovation management requirements.

[0054] The innovation project management module is used to obtain the project progress parameters corresponding to each innovation project when the efficiency of the designated enterprise from collecting innovation resources to generating the creative process of each innovation project meets the innovation management requirements. The project progress parameters include project progress, resource utilization, and technology development cycle, and then calculate the project progress evaluation coefficient corresponding to each innovation project of the designated enterprise, thereby analyzing whether the project progress speed corresponding to each innovation project of the designated enterprise meets the requirements.

[0055] It should be noted that the amount of tasks completed for each innovation project is obtained through project management software or team reports, and the total amount of tasks corresponding to each innovation project is obtained through project plans or project management software. The amount of tasks completed is divided by the total amount of tasks and multiplied by 100%, thereby obtaining the project progress corresponding to each innovation project;

[0056] Track, record and evaluate the resource input, manpower, cost, etc. during each innovation project. Actual output refers to the actual value or results generated during the project phase. Actual output is determined by evaluating the products, services or results during the project phase. Available resources include the total amount of human, material and financial resources. The actual output is divided by the available resources and multiplied by 100% to obtain the resource utilization rate.

[0057] The time point for completing technology development and the time point for starting technology development are obtained through the schedule of each innovation project and the team report. The time point for completing technology development and the time point for starting technology development are calculated by taking the difference to obtain the technology development cycle.

[0058] In a specific embodiment, the calculation obtains the project progress assessment coefficient corresponding to each innovation project of the specified enterprise, and the specific calculation process is as follows:

[0059] By calculating the formula , and obtain the project progress evaluation coefficient ψ corresponding to each innovation project of the specified enterprise i , i is the number corresponding to each innovation project, i=1,2...,n, n is any integer greater than 2, where w i 、f i ,t i They represent the project progress, resource utilization rate, and technology development cycle corresponding to the ith innovation project, respectively. w', f', and t' are the set standard project progress, standard resource utilization rate, and standard technology development cycle, respectively. μ1, μ2, and μ3 are the weight factors corresponding to the set project progress, resource utilization rate, and technology development cycle, respectively.

[0060] It should be noted that the values ​​of μ1, μ2, and μ3 are all greater than 0 and less than 1.

[0061] It should also be noted that the standard resource utilization rate is determined based on the resource input and cost budget of the designated enterprise, taking into account aspects such as human, material and financial resources, as well as technical complexity, market demand and competitive environment, and formulating a standard project schedule, standard resource utilization rate and standard technology development cycle that conform to the actual situation;

[0062] Determine the importance of project progress, resource utilization, and technology development cycle to the successful implementation of each innovation project, assign weights based on the goals and risks of each innovation project, evaluate the impact of different indicators on project goals, and combine the company's strategic priorities to determine the weight factors corresponding to project progress, resource utilization, and technology development cycle.

[0063] In a specific embodiment, the analysis specifies whether the project progress speeds corresponding to the innovation projects of the enterprise meet the requirements, and the specific analysis process is as follows: the project progress assessment coefficients corresponding to the innovation projects of the enterprise are compared with the set project progress assessment coefficient thresholds. If the project progress assessment coefficient corresponding to an innovation project of the enterprise is greater than or equal to the set project progress assessment coefficient threshold, then it is determined that the project progress speed corresponding to the innovation project of the enterprise meets the requirements; if the project progress assessment coefficient corresponding to an innovation project of the enterprise is less than the set project progress assessment coefficient threshold, then it is determined that the project progress speed corresponding to the innovation project of the enterprise does not meet the requirements, thereby analyzing whether the project progress speeds corresponding to the innovation projects of the enterprise meet the requirements.

[0064] The embodiment of the present invention uses this module to analyze the comprehensive efficiency evaluation coefficient of the enterprise from collecting innovation resources to generating ideas for each innovation project based on the comprehensive innovation benefit coefficient and the idea generation efficiency evaluation coefficient, so as to comprehensively evaluate the innovation performance and efficiency level of the enterprise. When the innovation efficiency of the enterprise meets the requirements, the innovation project management module can obtain the project progress parameters of each innovation project, including project progress, resource utilization, technology development cycle, etc., and calculate the project progress evaluation coefficient corresponding to each innovation project of the specified enterprise, so as to help the enterprise evaluate whether the progress speed and quality of the innovation project meet the requirements.

[0065] The early warning terminal is used to issue early warning prompts when the efficiency corresponding to a designated enterprise in determining the idea of ​​a certain innovation project does not meet the innovation management requirements, and when the project progress speed corresponding to each innovation project of the designated enterprise does not meet the requirements.

[0066] The present invention provides a data management system serving enterprise innovation management. By analyzing the process of collecting internal and external innovation data information of a specified enterprise within a specific time period, including the number of external innovation sources and the utilization rate of internal innovation resources, it is helpful to fully understand the source and utilization of innovation resources. Through the collected innovation data information, the corresponding comprehensive innovation benefit coefficient of the specified enterprise can be calculated, providing the enterprise with a quantitative indicator to evaluate innovation performance. By analyzing the creative information of each innovation project within the specified enterprise within a specific time period, including the number of ideas, the creative review pass rate and the creative processing cycle, it is helpful to fully evaluate the creative generation of the enterprise. Through data analysis, the corresponding creative generation efficiency evaluation coefficient when the enterprise generates ideas for each innovation project can be calculated, providing the enterprise with a quantitative indicator to evaluate creative generation performance.

[0067] The above contents are merely examples and explanations of the concept of the present invention. Those skilled in the art may make various modifications or additions to the specific embodiments described or replace them in a similar manner. As long as they do not deviate from the concept of the invention or exceed the scope defined in this specification, they shall all fall within the protection scope of the present invention.

Claims

1. A data management system serving enterprise innovation management, characterized in that: include: The innovation resource collection module is used to collect the corresponding innovation data information inside and outside the specified enterprise within a specified time period. The innovation data information includes the number of external innovation sources and the utilization rate of internal innovation resources, and then calculates the corresponding innovation comprehensive benefit coefficient of the specified enterprise; The above calculation obtains the innovation comprehensive benefit coefficient corresponding to the specified enterprise, and the specific calculation process is as follows: Substitute the corresponding number of external innovation sources within and outside the specified enterprise in a specified time period and the utilization rate of internal innovation resources into the calculation formula , the corresponding comprehensive innovation benefit coefficient α of the specified enterprise is obtained, where A and B represent the number of external innovation sources and the utilization rate of internal innovation resources within and outside the specified enterprise in the specified time period, respectively; A' and B' represent the preset standard number of external innovation sources and the standard utilization rate of internal innovation resources, respectively; ΔA and ΔB represent the difference in the number of permitted external innovation sources and the difference in the utilization rate of permitted internal innovation resources, respectively; η1 and η2 represent the weight factors corresponding to the set number of external innovation sources and the weight factors corresponding to the utilization rate of internal innovation resources, respectively; The creative generation module is used to analyze the creative information corresponding to each innovation project in the specified enterprise within a specified time period based on the innovation data information corresponding to the specified enterprise and through the online creative platform and creative review mechanism. The creative information includes the number of ideas, the creative review pass rate, and the creative processing cycle, and then calculate the creative generation efficiency evaluation coefficient corresponding to the creation of each innovation project of the specified enterprise; The calculation obtains the creativity generation efficiency evaluation coefficient corresponding to the specified enterprise when generating the creativity of each innovation project. The specific calculation process is as follows: Substitute the number of creative ideas, creative review pass rate, and creative processing cycle corresponding to each innovation project in a specified enterprise within a specified time period into the calculation formula , we get the creative generation efficiency evaluation coefficient β corresponding to the creative generation of each innovation project of the specified enterprise i , where X i , Y i , T i are the number of creative ideas, creative review pass rate, and creative processing cycle corresponding to the i-th innovation project in a specified enterprise within a specified time period, respectively; X', Y', and T' are the set standard number of creative ideas, standard creative review pass rate, and standard creative processing cycle, respectively. , , They are the weight factor corresponding to the set number of creative ideas, the weight factor corresponding to the creative review pass rate, and the weight factor corresponding to the creative processing cycle; The innovation efficiency analysis module is used to analyze the comprehensive efficiency evaluation coefficient corresponding to each innovation project of the designated enterprise when the idea is determined according to the innovation comprehensive benefit coefficient corresponding to the designated enterprise and the idea generation efficiency evaluation coefficient corresponding to each innovation project of the designated enterprise when the idea is generated, thereby analyzing whether the efficiency corresponding to each innovation project of the designated enterprise when the idea is determined meets the innovation management requirements; The analysis obtains the comprehensive efficiency evaluation coefficient corresponding to each innovation project of the specified enterprise when the creativity is determined. The specific analysis process is as follows: Substitute the innovation comprehensive benefit coefficient corresponding to the designated enterprise and the creative generation efficiency evaluation coefficient corresponding to the creation of each innovation project of the designated enterprise into the calculation formula The comprehensive efficiency evaluation coefficient χ corresponding to the designated enterprise when the creativity of each innovation project is determined i , where α represents the comprehensive innovation benefit coefficient corresponding to the specified enterprise, β i The creative generation efficiency evaluation coefficient corresponding to the creation of the i-th innovation project is specified, and π1 and π2 are the weight factors corresponding to the set comprehensive innovation benefit coefficient and the creative generation efficiency evaluation coefficient respectively; The innovation project management module is used to obtain the project progress parameters corresponding to each innovation project when the efficiency corresponding to the innovation project idea of ​​the designated enterprise meets the innovation management requirements. The project progress parameters include project progress, resource utilization rate, and technology development cycle, and then calculate the project progress evaluation coefficient corresponding to each innovation project of the designated enterprise, thereby analyzing whether the project progress speed corresponding to each innovation project of the designated enterprise meets the requirements; The calculation obtains the project progress evaluation coefficient corresponding to each innovation project of the specified enterprise. The specific calculation process is as follows: Get the project progress evaluation coefficient ψ corresponding to each innovation project of the specified enterprise i , i is the number corresponding to each innovation project, i=1,2,……,n, n is any integer greater than 2, where w i 、f i ,t i They represent the project progress, resource utilization rate, and technology development cycle of the i-th innovation project, respectively; w', f', and t' are the set standard project progress, standard resource utilization rate, and standard technology development cycle, respectively; μ1, μ2, and μ3 are the weight factors corresponding to the set project progress, resource utilization rate, and technology development cycle, respectively; The early warning terminal is used to issue early warning prompts when the efficiency corresponding to a designated enterprise in determining the idea of ​​a certain innovation project does not meet the innovation management requirements, and when the project progress speed corresponding to each innovation project of the designated enterprise does not meet the requirements.

2. A data management system serving enterprise innovation management according to claim 1, characterized in that: The specific collection process of the innovation data information collected from inside and outside the designated enterprise is as follows: A1. Collect information on the number of external innovation sources by subscribing to professional market research reports, monitoring industry trends, and participating in industry conferences. Use academic literature search tools to search for external innovation information related to the business of a designated enterprise, and thus obtain statistics on the number of external innovation sources. A2. By counting the number of employee proposals adopted and implemented in a specified enterprise within a specified time period, the actual number of internal innovation resources used is obtained, which is recorded as C. By querying the resource management system of a specified enterprise, the number of internal innovation resources available within the specified enterprise is obtained, which is recorded as C'. The calculation formula is , and obtain the internal innovation resource utilization rate B.

3. A data management system serving enterprise innovation management according to claim 2, characterized in that: The analysis obtains the creative information corresponding to each innovation project in the specified enterprise. The specific analysis process is as follows: S1. After individual employees, departments, and teams within the designated enterprise submit their ideas on the idea collection platform, the submission methods include submitting forms, online surveys, and idea competitions, and the ideas are summarized to obtain a specific number of ideas; S2. Establish a creative review mechanism by setting up a review committee and a review group to conduct creative review, obtain review standards and indicators for scoring and screening, and the review committee and the review group record the review results of the creative ideas, and count the number of creative ideas passed by each innovation project and the total number of creative ideas submitted. i is the number corresponding to each innovation project, i=1,2,……,n, n is any integer greater than 2, and they are respectively denoted as D i , D' i , by calculating the formula , and obtain the creative review pass rate Y corresponding to each innovation project i ; S3. When individual employees, departments, or teams submit ideas, record the time when the ideas are submitted, and record the corresponding time when the ideas are adopted and rejected. Difference between the time when the ideas are submitted and the time when the ideas are adopted and rejected is calculated to obtain the idea processing cycle.

4. A data management system serving enterprise innovation management according to claim 3, characterized in that: The analysis specifies whether the efficiency of the enterprise when determining the creativity of each innovation project meets the innovation management requirements. The specific analysis process is as follows: The comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the idea of ​​each innovation project is determined is compared with the set comprehensive efficiency evaluation coefficient threshold. If the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the idea of ​​a certain innovation project is determined is greater than or equal to the set comprehensive efficiency evaluation coefficient threshold, then it is determined that the efficiency corresponding to the designated enterprise when the idea of ​​the innovation project is determined meets the innovation management requirements; if the comprehensive efficiency evaluation coefficient corresponding to the designated enterprise when the idea of ​​a certain innovation project is determined is less than the set comprehensive efficiency evaluation coefficient threshold, then it is determined that the efficiency corresponding to the designated enterprise when the idea of ​​the innovation project is determined does not meet the innovation management requirements. This is used to analyze whether the efficiency corresponding to the designated enterprise when the ideas of each innovation project are determined meets the innovation management requirements.

5. A data management system serving enterprise innovation management according to claim 4, characterized in that: The analysis specifies whether the project progress speed of each innovation project of the enterprise meets the requirements. The specific analysis process is as follows: The project progress assessment coefficient corresponding to each innovation project of the designated enterprise is compared with the set project progress assessment coefficient threshold. If the project progress assessment coefficient corresponding to an innovation project of the designated enterprise is greater than or equal to the set project progress assessment coefficient threshold, then it is determined that the project progress speed corresponding to the innovation project of the designated enterprise meets the requirements. If the project progress assessment coefficient corresponding to an innovation project of the designated enterprise is less than the set project progress assessment coefficient threshold, then it is determined that the project progress speed corresponding to the innovation project of the designated enterprise does not meet the requirements. This is used to analyze whether the project progress speeds corresponding to each innovation project of the designated enterprise meet the requirements.

Images