Scientific and technological achievement management platform and construction method thereof
By integrating the results classification display, user permission management, cross-departmental collaboration, intelligent recommendation and data security guarantee modules on the scientific and technological achievement management platform, the problems of difficulty in finding results, low collaboration efficiency and insufficient data security in traditional scientific and technological achievement management methods are solved, and the effect of efficient utilization and security management is achieved.
Patent Information
- Application Number
- CN202510070168.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-01-16
- Publication Date
- 2025-05-27
AI Technical Summary
Traditional scientific and technological achievements management methods cannot meet the needs of modern enterprises and institutions for efficient utilization and security management of scientific and technological achievements. There are problems such as incomplete performance display, dispersed data, lack of effective collaboration mechanisms, and insufficient security measures.
Provide a scientific and technological achievements management platform, including achievement classification display module, user permission management module, cross-department collaboration module, intelligent recommendation module and data security guarantee module, through these modules, efficient classification display, authority management, cross-department collaboration, intelligent recommendation and data security guarantee of results.
Through the construction and recommendation of the user interest model of the intelligent recommendation module, the efficiency of finding results and utilization efficiency are improved; the cross-departmental collaboration module breaks down departmental barriers and improves project collaboration efficiency; the data security guarantee module ensures the security and confidentiality of data and reduces data risks.
Smart Images
Figure CN120047091A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of scientific and technological achievement management, and more specifically, to a scientific and technological achievement management platform and a construction method thereof. Background Art
[0002] With the rapid development of technology and the explosive growth of scientific research achievements, it has become increasingly difficult for enterprises and research institutions to discover and utilize valuable achievements from a vast amount of scientific and technological achievements. Traditional scientific and technological achievement management methods often suffer from problems such as incomplete achievement display, scattered data, lack of effective collaboration mechanisms, and insufficient security protection measures, and cannot meet the needs of modern enterprises and institutions for efficient utilization and secure management of scientific and technological achievements. In view of this, we propose a scientific and technological achievement management platform and a construction method thereof. Summary of the Invention
[0003] The purpose of the present invention is to provide a scientific and technological achievement management platform and a construction method thereof, aiming to solve the problem that traditional scientific and technological achievement management methods cannot meet the needs of modern enterprises and institutions for efficient utilization and secure management of scientific and technological achievements.
[0004] To solve the above technical problems, the present invention provides the following technical solutions: A scientific and technological achievement management platform, which includes an achievement classification and display module, a user permission management module, a cross-departmental collaboration module, an intelligent recommendation module, and a data security protection module;
[0005] The achievement classification and display module is used to classify and display the company's scientific and technological achievements according to categories related to works, papers, patents, construction methods, science and technology awards, and BIM achievements, and has an optimized download mode, can count the download times of achievements, and supports exporting all scientific and technological achievement lists;
[0006] The user permission management module is used to set corresponding access permissions for users according to the company's organizational structure and personnel responsibilities to restrict access to specific scientific and technological achievements;
[0007] The cross-departmental collaboration module is used to create a cross-departmental project collaboration space, enabling users from different departments to collaborate under the same project, share materials, and track the project progress in real time;
[0008] The intelligent recommendation module is used to collect the user's behavior data on the platform, including browsing history, download records, and search keywords, analyze the behavior data using machine learning algorithms, construct a user interest model, and recommend scientific and technological achievements to users based on the user interest model;
[0009] The data security guarantee module is used to encrypt and store and transmit the scientific and technological achievement data on the platform by using encryption technology, and ensure the security and confidentiality of the data through an access control mechanism to prevent data leakage and illegal access.
[0010] Preferably, the achievement classification and display module includes an achievement search function, and users can search and query scientific and technological achievements by keywords, achievement categories, authors, and time to quickly locate the required achievements.
[0011] Preferably, the cross-departmental collaboration module supports the integration of multiple collaboration tools, including but not limited to instant messaging tools, online document editing tools, and task management tools, to improve the efficiency and convenience of cross-departmental collaboration.
[0012] Preferably, the intelligent recommendation module can adjust and optimize the recommendation results in real time according to the feedback information of users to improve the accuracy and satisfaction of the recommendations.
[0013] Preferably, the data security guarantee module further includes a data backup and recovery function, regularly backs up the platform data, and can quickly recover the data when the data is lost or damaged to ensure the integrity and availability of the data.
[0014] A construction method for a scientific and technological achievement management platform, which is applicable to the construction of the scientific and technological achievement management platform in any one of the above, and the construction method includes the following steps:
[0015] S1: Platform architecture design: Through research and analysis of the scientific and technological achievement management requirements of an enterprise or research institution, determine the functional architecture and technology selection of the platform, and design a reasonable data structure and storage scheme;
[0016] S2: Data collection and collation: Collect scientific and technological achievement data from various internal channels of the company and perform standardization processing, and at the same time collect user behavior data and perform cleaning and preprocessing;
[0017] S3: Module development: Develop an achievement classification and display module, a user permission management module, a cross-departmental collaboration module, an intelligent recommendation module, and a data security guarantee module;
[0018] S4: Platform integration and testing: Integrate each module and conduct comprehensive platform testing, including function testing, performance testing, and security testing, and optimize the platform according to the test results;
[0019] S5: Online launch and maintenance: Launch and deploy the platform to provide services to users, and perform regular updates and maintenance on the platform according to user feedback and technological development.
[0020] Preferably, in the step S3, the intelligent recommendation module is developed using one of the collaborative filtering algorithm, content-based recommendation algorithm, or hybrid recommendation algorithm in machine learning algorithms, and the algorithm is trained and optimized using user behavior data to build an accurate user interest model.
[0021] Preferably, in the step S3, the data security guarantee module is developed by combining symmetric encryption and asymmetric encryption to encrypt data, ensuring the security and confidentiality of data during storage and transmission.
[0022] Preferably, in the step S4, stress testing and load testing are also included to simulate scenarios of a large number of users accessing concurrently and processing a large amount of data, evaluate the performance bottlenecks and scalability of the platform, and conduct targeted optimizations.
[0023] Preferably, in the step S5, a user feedback mechanism is also established to collect users' opinions and suggestions in a timely manner, continuously improve and optimize the functions and performance of the platform, and regularly update encryption algorithms and security protection measures to address the constantly changing data security threats.
[0024] Compared with the prior art, the beneficial effects of the present invention are as follows:
[0025] 1. The present invention collects and analyzes user behavior data through the intelligent recommendation module, constructs a user interest model using machine learning algorithms, and accurately pushes scientific and technological achievements that meet users' needs, changing the problems of difficult achievement search and low utilization efficiency under the traditional management method, helping enterprises and research institutions quickly locate valuable achievements, accelerating the transformation and application of achievements, providing strong support for innovation and development, thereby improving the overall work efficiency and competitiveness.
[0026] 2. The present invention creates an efficient project collaboration space through the cross-departmental collaboration module, supports the integration of various collaboration tools, breaks down information barriers between departments, promotes real-time sharing of materials and progress tracking among users from different departments under the same project, improves communication and collaboration efficiency and convenience, avoids work delays and duplicate labor caused by poor information flow, optimizes resource allocation, promotes the smooth progress of projects, and enhances the team collaboration ability and collaborative innovation ability of enterprises and institutions.
[0027] 3. The present invention encrypts and stores and transmits achievement data through the data security guarantee module using encryption technology, and combines an access control mechanism to prevent data leakage and illegal access. At the same time, it has a data backup and recovery function to ensure data integrity and availability. In the face of increasingly severe data security threats, it provides solid security protection for the core scientific and technological achievements of enterprises and research institutions, reduces data risks, and protects intellectual property rights and commercial interests.
[0028] 4. Through the achievement classification and display module, the present invention not only realizes the classification and display of achievements and optimizes the download mode, but also has the function of achievement search, can count the download times and support the export of the achievement list. This provides comprehensive and accurate data statistics and analysis basis for enterprises and research institutions, helps the management clearly understand the achievement distribution and application information, so as to more scientifically formulate scientific research strategies, resource allocation plans and achievement promotion plans, optimize the management decision-making process of scientific and technological achievements, and improve the management level and resource utilization efficiency. BRIEF DESCRIPTION OF THE DRAWINGS
[0029] Figure 1 It is a schematic diagram of the platform architecture in the present invention;
[0030] Figure 2 It is a schematic diagram of the process flow of the platform construction method in the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS
[0031] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments.
[0032] As Figure 1 shown, a scientific and technological achievement management platform involved in the present invention includes an achievement classification and display module, a user permission management module, a cross-departmental collaboration module, an intelligent recommendation module and a data security guarantee module;
[0033] The achievement classification and display module is used to classify and display the scientific and technological achievements of the company according to categories such as works, papers, patents, construction methods, science and technology awards, and BIM achievements, and has an optimized download mode, can count the download times of the achievements, and supports the export of all scientific and technological achievement lists;
[0034] The user permission management module is used to set corresponding access permissions for users according to the organizational structure and personnel responsibilities of the company to restrict access to specific scientific and technological achievements;
[0035] The cross-departmental collaboration module is used to create a cross-departmental project collaboration space, enabling users from different departments to collaborate under the same project, share materials and track the project progress in real time;
[0036] The intelligent recommendation module is used to collect the behavior data of users on the platform, including browsing history, download records, and search keywords, analyze the behavior data using machine learning algorithms, build a user interest model, and recommend scientific and technological achievements to users based on the user interest model;
[0037] The data security guarantee module is used to encrypt and store and transmit the scientific and technological achievement data on the platform by using encryption technology, and ensure the security and confidentiality of the data through an access control mechanism to prevent data leakage and illegal access.
[0038] The achievement classification and display module includes an achievement search function. Users can search and query scientific and technological achievements by keywords, achievement categories, authors, and time to quickly locate the required achievements.
[0039] The cross-departmental collaboration module supports the integration of multiple collaboration tools, including but not limited to instant messaging tools, online document editing tools, and task management tools, to improve the efficiency and convenience of cross-departmental collaboration.
[0040] The intelligent recommendation module can adjust and optimize the recommendation results in real time according to the user's feedback information to improve the accuracy and satisfaction of the recommendation.
[0041] The data security guarantee module also includes a data backup and recovery function, which regularly backs up the platform data and can quickly recover the data when the data is lost or damaged to ensure the integrity and availability of the data.
[0042] Specifically, the platform has carefully designed multiple core modules to fully meet the needs of scientific and technological achievement management and application, including specifically the achievement classification and display module, the user permission management module, the cross-departmental collaboration module, the intelligent recommendation module, and the data security guarantee module.
[0043] The achievement classification and display module has a powerful and meticulous function. It can clearly and orderly classify and display various scientific and technological achievements of the company, such as works, papers, patents, construction methods, science and technology awards, and BIM achievements, according to relevant categories. In addition, this module is also equipped with an optimized download mode, which can not only count the download times of achievements in real time, but also support one-click export of the detailed list of all scientific and technological achievements, providing great convenience for users.
[0044] The user permission management module sets strict and reasonable access permissions for users according to the company's organizational structure and personnel responsibilities. This setting effectively restricts users' access to specific scientific and technological achievements and ensures the security and confidentiality of scientific and technological achievements.
[0045] The cross-departmental collaboration module is committed to breaking departmental barriers and promoting cross-departmental project collaboration. By creating a cross-departmental project collaboration space, users from different departments can collaborate seamlessly under the same project, share materials, and track the project progress in real time, thus greatly improving work efficiency and project success rate.
[0046] The intelligent recommendation module makes full use of advanced technologies such as big data and machine learning. By collecting users' behavioral data on the platform, such as browsing history, download records, and search keywords, it constructs an accurate user interest model. Based on this model, it recommends scientific and technological achievements that meet the users' interests and needs, further enhancing the user experience and satisfaction. At the same time, this module can also adjust and optimize the recommendation results in real time according to the users' feedback information to ensure the accuracy and effectiveness of the recommendations.
[0047] The data security guarantee module is the security cornerstone of the entire platform. By adopting advanced encryption technologies, it encrypts and stores the scientific and technological achievement data on the platform during transmission, and through a strict access control mechanism, it ensures the security and confidentiality of the data. In addition, this module also has data backup and recovery functions, comprehensively backing up the platform data regularly, and being able to quickly recover the data when the data is lost or damaged to ensure the integrity and availability of the data.
[0048] It is worth mentioning that the achievement classification and display module further includes an achievement search function. Users can quickly and accurately search and query scientific and technological achievements in multiple ways, such as by keywords, achievement categories, authors, and time, so as to quickly locate the required achievement information.
[0049] The cross-departmental collaboration module supports the integration of various collaboration tools, such as instant messaging tools, online document editing tools, and task management tools. The integration of these tools not only improves the efficiency and convenience of cross-departmental collaboration but also further promotes the smooth progress and successful completion of projects.
[0050] Such as Figure 2 As shown, a construction method for a scientific and technological achievement management platform is applicable to the construction of any of the above scientific and technological achievement management platforms. The construction method includes the following steps:
[0051] S1: Platform architecture design: Through research and analysis of the scientific and technological achievement management needs of enterprises or research institutions, determine the functional architecture and technology selection of the platform, and design a reasonable data structure and storage scheme;
[0052] S2: Data collection and collation: Collect scientific and technological achievement data from various internal channels of the company and perform standardization processing. At the same time, collect users' behavioral data and perform cleaning and preprocessing;
[0053] S3: Module development: Develop an achievement classification and display module, a user permission management module, a cross-departmental collaboration module, an intelligent recommendation module, and a data security guarantee module;
[0054] S4: Platform Integration and Testing: Integrate each module and conduct comprehensive platform testing, including functional testing, performance testing, and security testing. Optimize the platform according to the test results.
[0055] S5: Go Live and Maintenance: Deploy the platform online to provide services to users, and regularly update and maintain the platform based on user feedback and technological development.
[0056] Furthermore, in step S3, the intelligent recommendation module is developed using one of the collaborative filtering algorithm, content-based recommendation algorithm, or hybrid recommendation algorithm in machine learning algorithms, and the algorithm is trained and optimized using user behavior data to build an accurate user interest model.
[0057] Furthermore, in step S3, the data security protection module encrypts data using a combination of symmetric encryption and asymmetric encryption during the development process to ensure the security and confidentiality of data during storage and transmission.
[0058] Furthermore, in step S4, it also includes conducting stress testing and load testing, simulating scenarios of a large number of concurrent user accesses and large data volume processing, evaluating the performance bottlenecks and scalability of the platform, and making targeted optimizations.
[0059] Furthermore, in step S5, it also includes establishing a user feedback mechanism to timely collect users' opinions and suggestions, continuously improving and optimizing the functions and performance of the platform, and regularly updating encryption algorithms and security protection measures to address the ever-changing data security threats.
[0060] The embodiments disclosed in the present invention are preferred embodiments, but are not limited thereto. Those of ordinary skill in the art can easily understand the spirit of the present invention based on the above embodiments and make different extensions and changes. However, as long as they do not depart from the spirit of the present invention, they are within the protection scope of the present invention.
Claims
1. A scientific and technological achievement management platform, characterized in that: The platform includes achievement classification display module, user authority management module, cross-departmental collaboration module, intelligent recommendation module and data security guarantee module; The achievement classification display module is used to classify and display the company's scientific and technological achievements according to the categories of works, papers, patents, construction methods, scientific and technological awards, and BIM achievements. It has an optimized download mode, can count the number of downloads of the achievements, and supports the export of a list of all scientific and technological achievements; The user rights management module is used to set corresponding access rights for users according to the company's organizational structure and personnel responsibilities, so as to limit access to specific scientific and technological achievements; The cross-departmental collaboration module is used to create a cross-departmental project collaboration space, enabling users from different departments to collaborate on the same project, share information, and track project progress in real time; The intelligent recommendation module is used to collect user behavior data on the platform, including browsing history, download records, and search keywords, analyze the behavior data using a machine learning algorithm, build a user interest model, and recommend scientific and technological achievements to users based on the user interest model; The data security module is used to encrypt, store and transmit the scientific and technological achievement data on the platform using encryption technology, and to ensure the security and confidentiality of the data through an access control mechanism to prevent data leakage and illegal access.
2. A scientific and technological achievement management platform according to claim 1, characterized in that: The achievement classification display module includes an achievement search function, and users can search and query scientific and technological achievements by keywords, achievement categories, authors, and time to quickly locate the required achievements.
3. A scientific and technological achievement management platform according to claim 1, characterized in that: The cross-departmental collaboration module supports the integration of multiple collaboration tools, including but not limited to instant messaging tools, online document editing tools, and task management tools, to improve the efficiency and convenience of cross-departmental collaboration.
4. A scientific and technological achievement management platform according to claim 1, characterized in that: The intelligent recommendation module can adjust and optimize the recommendation results in real time according to the user's feedback information to improve the accuracy and satisfaction of the recommendation.
5. A scientific and technological achievement management platform according to claim 1, characterized in that: The data security module also includes data backup and recovery functions, which regularly backs up platform data and can quickly restore data when it is lost or damaged, ensuring data integrity and availability.
6. A method for constructing a scientific and technological achievement management platform, which is applicable to the construction of the scientific and technological achievement management platform of any one of claims 1 to 5, characterized in that: The construction method includes the following steps: S1: Platform architecture design: Through research and analysis of the scientific and technological achievements management needs of enterprises or research institutions, determine the functional architecture and technical selection of the platform, and design a reasonable data structure and storage solution; S2: Data collection and organization: collect scientific and technological achievement data from various channels within the company and perform standardization processing, and collect user behavior data and perform cleaning and preprocessing; S3: Module development: development results classification display module, user rights management module, cross-departmental collaboration module, intelligent recommendation module and data security assurance module; S4: Platform integration and testing: Integrate various modules and conduct comprehensive platform testing, including functional testing, performance testing, and security testing, and optimize the platform based on the test results; S5: Launch and Maintenance: Deploy the platform online, provide services to users, and regularly update and maintain the platform based on user feedback and technological developments.
7. The method for constructing a scientific and technological achievement management platform according to claim 6, characterized in that: In step S3, the intelligent recommendation module is developed by using a collaborative filtering algorithm, a content-based recommendation algorithm or a hybrid recommendation algorithm in the machine learning algorithm, and the algorithm is trained and optimized using user behavior data to build an accurate user interest model.
8. The method for constructing a scientific and technological achievement management platform according to claim 6, characterized in that: In step S3, the development process of the data security module uses a combination of symmetric encryption and asymmetric encryption to encrypt data to ensure the security and confidentiality of data during storage and transmission.
9. The method for constructing a scientific and technological achievement management platform according to claim 6, characterized in that: In the step S4, stress testing and load testing are also performed to simulate scenarios of concurrent access by a large number of users and large data volume processing, evaluate the performance bottleneck and scalability of the platform, and perform targeted optimization.
10. The method for constructing a scientific and technological achievement management platform according to claim 6, characterized in that: In the step S5, it also includes establishing a user feedback mechanism to collect user opinions and suggestions in a timely manner, continuously improve and optimize the functions and performance of the platform, and regularly update encryption algorithms and security protection measures to cope with ever-changing data security threats.