CN-121981378-A - Technical result evaluation and management system

CN121981378ACN 121981378 ACN121981378 ACN 121981378ACN-121981378-A

Abstract

The invention discloses a technical achievement evaluation and management system, which relates to the technical field of technical transfer and is technically characterized by comprising a data layer, an analysis layer, an application layer, a data fusion engine, a dynamic weight evaluation model and an automatic evaluation model, wherein the data layer comprises at least three heterogeneous data sources such as a patent database, a scientific research library, an enterprise cooperation network and the like, the analysis layer comprises modules such as the technical field, transfer trend prediction, mechanism activity ranking, data overview, patent data, talent flow, regional distribution and the like, the application layer provides a dual-mode operation interface of a Web end and a mobile end and a self-defined data visual billboard, the data fusion engine is used for data fusion processing of the data layer, the dynamic weight evaluation model is used for dynamically weighting and calculating a multi-dimensional index based on an AHP-entropy method composite weight algorithm to generate comprehensive scores so as to realize automatic evaluation, and the automatic evaluation can be visually displayed with various key information under reasonable judgment logic.

Inventors

WAN YU
SHEN ZHONGYUAN
XIONG ZHIHONG

Assignees

南京市鼎道信息科技有限公司

Dates

Publication Date: 20260505
Application Date: 20251225

Claims (8)

1. A technical effort assessment and management system, comprising: the data layer comprises at least three types of heterogeneous data sources, wherein the heterogeneous data sources comprise a patent database, a scientific research theory library and an enterprise cooperation network; The analysis layer comprises a technical field analysis module, a transfer trend prediction module, a mechanism activity ranking module, a data overview module, a patent data analysis module, a talent flow analysis module and a region distribution module; the application layer is used for providing a Web end and mobile end dual-mode operation interface and comprises a custom data visualization board, wherein the custom data visualization board is used for visualizing and displaying various key information; the data fusion engine is used for carrying out fusion processing on the data of the data layer; The dynamic weight evaluation model is used for carrying out dynamic weighted calculation on multidimensional indexes such as technical maturity, market potential, policy adaptation degree and the like based on an AHP-entropy method composite weight algorithm, generating a comprehensive score of technical achievements and realizing automatic evaluation.
2. The technical result evaluation and management system according to claim 1, wherein the transfer trend prediction module comprises a transfer trend prediction engine, wherein the transfer trend prediction engine adopts an LSTM neural network to combine XGBoost algorithm to construct a prediction model, after history transfer data is input, a future set years technology transfer quantity predicted value, an amount predicted value and a prediction accuracy rate are output, and influence factor weight distribution is visually displayed through a custom data visual billboard of the application layer.
3. The technical result evaluation and management system according to claim 2, wherein the analysis layer further comprises an intelligent cooperative relation network module, the intelligent cooperative relation network module constructs a mechanism-talent-technology three-dimensional relation network through a graph database Neo4j, supports dynamic query cooperative paths, identifies key node mechanisms, and visually displays query results through a custom data visual billboard of the application layer.
4. The technical result evaluation and management system according to claim 3, wherein the analysis layer further comprises a policy and rule intelligent pushing module, the policy and rule intelligent pushing module integrates an NLP semantic analysis engine to achieve automatic classification and keyword extraction of policy and rule, after a user inputs a query condition, the system responds to and pushes related policy and rule and interpretation reports, and meanwhile the pushing result is visually displayed through a custom data visual board of the application layer.
5. The system of claim 4, wherein the data overview module counts core indexes such as total technical transfer amount, effective data duty ratio, popular label distribution, etc. in real time, supports data tracing and updating frequency configuration, and visually displays the statistical result through a custom data visual billboard of the application layer.
6. The system for evaluating and managing technical achievements according to claim 5, wherein the patent data analysis module automatically analyzes patent text, extracts technical keywords, generates a patent map, assists in judging a competition situation of a technical field, and visually displays the generated patent map through a custom data visual billboard of the application layer.
7. The system according to claim 6, wherein the talent flow analysis module tracks talent flow trajectories for scientific research, evaluates talent value flow trends under reasonable judgment logic in combination with payroll change and job position change data, and visually displays the evaluation results through custom data visualization signboards of the application layer.
8. The system of claim 7, wherein the region distribution module uses thermodynamic diagram display technology to transfer active regions, and is combined with a GIS system to realize cross-region technology flow path visualization, and the thermodynamic diagram and technology flow path visualization results are visually displayed through a custom data visualization billboard of the application layer.

Description

Technical result evaluation and management system Technical Field The invention relates to the technical field of technical transfer, in particular to a technical result evaluation and management system. Background In the age of rapid development of technology at present, technology transfer is an important link for pushing technological innovation to be converted into actual productivity, and is very important for subjects such as scientific research institutions, enterprises, government departments, technology transfer service institutions and the like. However, current technology transfer management faces a number of challenges. The technology mastered by different institutions shifts data to be scattered and independent, and the data formats are quite different and lack of unified standards. The condition of scattered data and non-uniform format makes it difficult for each subject to comprehensively and systematically integrate and analyze the technical transfer data. For example, scientific research institutions focus on research and development data records of technical achievements, enterprises focus on business transaction data in a technical transfer process, government departments have policy-oriented related data, and the data cannot form a complete technical transfer panoramic view due to lack of effective integrated analysis tools, so that deep understanding and accurate grasp of the whole technical transfer process are hindered. The traditional technology transfer analysis method mainly relies on manual statistics, and the method is extremely low in efficiency, and is difficult to mine a deep rule behind data when facing massive complex data. In the manual statistics process, the processing and analysis of the data are easily interfered by human factors, so that the accuracy and reliability of the result are greatly reduced. Meanwhile, the existing visualization means are also quite single, and complex information such as technology transfer network relation, trend evolution and the like cannot be presented in an intuitive and clear mode. For example, when the technology transfer cooperative relationship between different institutions is displayed, the traditional visualization mode may simply list the names of the cooperative projects, and key information such as the tightness of the cooperative relationship, the distribution of the cooperative field, the change of the cooperative trend and the like cannot be intuitively reflected, so that a decision maker is difficult to quickly acquire valuable information from mass data, and the scientificity and timeliness of decision making are further affected. The prior art also has significant shortcomings in terms of technology transfer decision support. The lack of a scientific and efficient predictive model makes it difficult for a decision maker to prospectively evaluate the value of a technical transition. In the process of transferring technology, numerous uncertain factors are involved, such as technology development trend, market demand change, regulation of policies and regulations, etc., the traditional decision-making mode is often judged empirically, and the influence of these factors on the transferring technology cannot be predicted accurately, so that the decision-making lacks foresight and accuracy. For example, when planning a technical transfer project, the amount and amount change trend of future technical transfers cannot be accurately predicted, which may lead to unreasonable resource allocation and missing of the optimal development opportunity. Therefore, developing an integrated, intelligent and visual technology transfer big data analysis system, integrating multi-source heterogeneous data, providing comprehensive, accurate and visual data analysis and decision support, has become an urgent need in the field of technology transfer management at present. Disclosure of Invention In order to solve at least one of the above technical problems, the present invention aims to provide a technical effort assessment and management system, which visually displays various key information and performs automated assessment under reasonable judgment logic. In order to achieve the above purpose, the present invention provides the following technical solutions: a technical effort assessment and management system, comprising: the data layer comprises at least three types of heterogeneous data sources, wherein the heterogeneous data sources comprise a patent database, a scientific research theory library and an enterprise cooperation network; The analysis layer comprises a technical field analysis module, a transfer trend prediction module, a mechanism activity ranking module, a data overview module, a patent data analysis module, a talent flow analysis module and a region distribution module; the application layer is used for providing a Web end and mobile end dual-mode operation interface and comprises a custom data visualization board, wherei