CN110826974A - Scientific and technological achievement transformation/incubation big data cloud platform internet + system - Google Patents
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Abstract
The invention provides a scientific and technological achievement transformation/incubation big data cloud platform internet + system, and relates to the field of data processing systems suitable for business, management or prediction purposes. The problem of current scientific and technological achievement conversion platform mainly rely on the manual work to carry out enterprise's demand and scientific and technological achievement information matching and lead to inefficiency, scientific and technological achievement low conversion is solved. The system comprises a database subsystem, a data layer, a control layer and a service layer; the data base subsystem is used for storing and managing the scientific and technological achievements, structured and unstructured data in the aspects of enterprises and projects, the data layer is a data communication or data transmission interface for accessing the data base subsystem, the control layer provides configuration and operation management, user and authority management for the whole cloud platform system, the business layer specifically executes a scientific and technological achievement conversion task, the enterprises and the scientific and technological achievements are managed and matched with information based on data mining, convertible scientific and technological achievements are obtained for users and institutions to refer to, and powerful technical support is provided for scientific and technological achievement conversion.
Description
Technical Field
The invention relates to the field of data processing systems suitable for business, management or prediction purposes, in particular to a scientific and technological achievement transformation/incubation big data cloud platform internet + system.
Background
The method promotes the transformation of scientific and technological achievements, is a key link for implementing innovation-driven development, and is a key task for deepening the innovation of a scientific and technological system. The conversion rate of scientific and technological achievements in China is less than 10%, the conversion rate of truly realizing industrialization is less than 5%, and the conversion rate of developed countries reaches 40%. One important reason for the low conversion rate of scientific and technological achievements in China is the asymmetry of information: the communication between the science and technology workers and the enterprises is too little, and both parties can not know the information of the other party. The technologists are unaware of the technology urgently needed by the market and the enterprises are unaware of the technology already emerging in the market. This may lead to the achievement that the science and technology worker spends a lot of resources to be useless, resulting in a great waste of resources, and the enterprise has limited selected objects, and the supply and demand are seriously unbalanced, which are not favorable for the achievement transformation. At present, some intermediary organizations for solving similar problems appear in China, but the quantity is small in general, and the service quality is not satisfactory.
Although some scientific and technological service organizations create comprehensive, specialized and marketable scientific and technological achievement transformation platforms and their respective scientific and technological enterprises and achievement databases, the data collected in a single platform and its database are limited, and it is difficult to fundamentally change the current situation of the information asymmetry. Moreover, the existing platform basically only provides a simple database query function, and a user must consult a large amount of data to manually extract useful information in the data. For example, enterprises can only search for needed scientific research achievements in a database in an inefficient manual search and interpretation mode according to own needs. Data is not equivalent to information, and even if abundant data resources are stored in a large or large database, without powerful data analysis tools, understanding them is far beyond the capabilities of people.
Disclosure of Invention
The invention provides a scientific and technological achievement transformation platform based on big data technology, which extracts valuable information in scientific and technological enterprises and scientific and technological achievement data through a data mining tool, automatically completes matching of enterprise requirements and scientific and technological achievement information, recommends transformable scientific and technological achievements and corresponding enterprise requirement information for users, and solves the problems of low efficiency and low scientific and technological achievement transformation rate caused by the fact that the existing scientific and technological achievement transformation platform mainly depends on manual matching of enterprise requirements and scientific and technological achievement information.
The technical problem to be solved by the invention is realized by the following technical scheme:
the invention provides a scientific and technological achievement transformation/incubation big data cloud platform internet + system, which comprises a database subsystem, a data layer, a control layer and a service layer, wherein the database subsystem comprises a database subsystem, a data layer and a control layer; the data base subsystem is used for storing and managing the scientific and technological achievements, structured and unstructured data in the aspects of enterprises and projects, the data layer is a data communication or data transmission interface for accessing the data base subsystem, the control layer provides configuration and operation management and user and authority management of the whole cloud platform system, the business layer specifically executes a scientific and technological achievement conversion task, the enterprises and the scientific and technological achievements are managed and matched with information based on data mining, and transformable scientific and technological achievements are obtained and are used for users and institutions to refer to.
Preferably, the database subsystem comprises a scientific and technological enterprise resource library, a scientific and technological achievement resource library, a scientific and technological transformation information library, a project incubation information library and a basic service information library.
Preferably, the database subsystem further comprises a scientific and technical talent resource library.
Preferably, the data layer comprises a file read-write storage system module, a relational database management system module and an external data interface module; the file read-write storage system module provides a database access interface for unstructured data, namely files, the relational database management system module provides an access interface for structured data in the relational database, and the external data interface module realizes data synchronization outside the system, namely interaction and sharing of enterprise and/or scientific and technological information between the big data cloud platform internet + system and other information systems outside the system.
Preferably, the control layer includes an organization management module, a user management module, a right management module, a configuration management module, a file management module, a process management module, a log management module, and a task management module.
Preferably, the business layer also tracks and manages the incubation process of the science and technology project.
Preferably, the service layer includes: scientific and technological enterprise information management module, scientific and technological achievement information management module, scientific and technological resource conversion management module, scientific and technological project evaluation management module, scientific and technological project confirmation management module, scientific and technological project incubation management module, scientific and technological project service management module, scientific and technological project electronic archive management module, scientific and technological data statistical analysis module, scientific and technological data mining analysis module and scientific and technological data bidirectional interaction module.
Preferably, the service layer further includes a scientific and technological talent information management module.
Preferably, a browser/server architecture is employed, and the user interface is implemented via a WWW browser.
Preferably, the cross-platform design is realized by adopting J2EE technology.
Preferably, a centralized or distributed deployment is supported.
Preferably, the scientific and technological data mining analysis module performs data analysis processing on various complex data in the database subsystem, screens out a data information structure set with reasonable conditions and complete matching, and obtains convertible project analysis result information.
Preferably, the scientific and technical data mining and analyzing module executes one or more of the following data processing tasks: linear or non-linear analysis, regression or logistic regression analysis, single multivariate analysis, time series analysis, recent time series analysis, cluster analysis, correlation analysis, data visualization process.
Preferably, the tasks of the scientific and technological project electronic archive management module comprise data collection, data processing, data archiving and archive retrieval.
Preferably, the task of the scientific and technological project electronic archive management module further comprises encrypting the scientific and technological achievement transformation/incubation project electronic archive.
Preferably, the encryption processing adopts a rolling code encryption technology.
The system platform has the beneficial effects that through the acquisition and storage of traditional structured data and unstructured data in the aspects of enterprises, scientific and technological achievements and talents and the data sharing with other databases outside the system, the system platform has the capability of collecting rich scientific and technological data. Abundant data enlarges the selection range of enterprises for searching suitable scientific and technological achievements according to self requirements, and owners of the scientific and technological achievements in turn have more choices when seeking enterprise cooperation, so that the conversion rate of the scientific and technological achievements is improved. The system uses big data processing and data mining technologies, can extract useful scientific and technological information from mass data resources, efficiently and automatically completes information matching between enterprise requirements and transformable scientific and technological achievements, achieves the task goal that the conventional scientific and technological achievement transformation platform relying on manual interpretation means can hardly complete, provides powerful technical support for establishment of enterprise scientific and technological and product research and development projects, and promotes smooth transformation, incubation and final industrialization of the scientific and technological achievements under the cooperation of a system project management software module.
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Fig. 1 is a system block diagram of a scientific and technological achievement transformation/incubation big data cloud platform internet + system.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is further described in detail with reference to the following embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Fig. 1 is a block diagram of a system composition of this embodiment, and the cloud information platform is composed of a service layer, a control layer, a data layer, and a database subsystem. The platform supports the growth-type development of a business system, the provided application services are all provided for users through a network, and resources in the cloud can be acquired at any time, used as required and expanded at any time corresponding to the users. The browser/server structure of the system is pure browser application without installing a client corresponding to a user, and is beneficial to reducing maintenance cost. The system scheme is implemented by adopting the J2EE technology, so that the cross-platform design and good safety performance are met; supporting either centralized or distributed deployments.
The database subsystem stores and manages structured and unstructured data including scientific achievements, enterprises, scientific talents, and scientific projects. Because the disclosed scientific and technological achievements are mostly released in the form of inventions or utility model patent authorization documents, the data in the traditional relational database is a two-dimensional table consisting of records, and the patent authorization documents belong to unstructured data, the system must have the capability of storing and processing the unstructured data. The database subsystem is divided from the nature of data content of storage management, and consists of a scientific and technological enterprise resource library, a scientific and technological achievement resource library, a scientific and technological transformation information library, a project incubation information library, a scientific and technological talent resource library and a basic service information library. The scientific and technological achievement resource base is a file database instead of a traditional relational database.
The data layer comprises a file read-write storage system module, a relational database management system module and an external data interface module. The file read-write storage system module provides a database access interface for unstructured data represented by patent authorization files. The relational database management system module is a read-write access interface for the structured data. The external data interface module provides an input and output bidirectional data interface, supports information interaction between the system and other external information systems, and realizes integrated service cooperation and data sharing. The construction of the external data interface module endows the system with the potential of fully utilizing external data resources, and the data collection capacity of the system is enhanced. And the data sharing between the platform and the existing and dispersed multiple scientific and technological achievement propaganda platforms really enables the assisted scientific and technological achievement transformation service industry to enter the big data era.
The control layer is composed of an organization management module, a user management module, a right management module, a configuration management module, a file management module, a process management module, a log management module and a task management module. The control layer configures the whole cloud platform system, is responsible for registration and management of users and mechanisms, and manages and controls operation permissions of the users and other visitors of the system. In the system operation process, the control layer manages the storage and access of unstructured data, namely files, manages various running tasks, manages flows and system working logs.
The service layer bears main services and services provided for clients, and an external data interface of the data layer is automatically called under the operation of a system administrator or at regular time, so that bidirectional data transmission and sharing are realized by interaction with other information systems outside the system. The main components of the business layer comprise: scientific and technological enterprise information management module, scientific and technological achievement information management module, scientific and technological talent information management module, scientific and technological resource conversion management module, scientific and technological project evaluation management module, scientific and technological project affirmation management module, scientific and technological project incubation management module, scientific and technological project service management module, scientific and technological project electronic file management module, scientific and technological data statistical analysis module, scientific and technological data mining analysis module and the two-way interactive module of scientific and technological data.
The above components can be broadly divided into three categories, data management, analysis tools and data interaction. The data management type component maintains and manages scientific and technological enterprise information, scientific and technological achievement information, scientific and technological talent information, scientific and technological resource conversion, scientific and technological project assessment, scientific and technological project confirmation, scientific and technological project incubation, scientific and technological project service and scientific and technological project electronic archives. The scientific and technological data bidirectional interaction module is an important characteristic of the invention, realizes data interaction sharing with other information systems outside the system, obviously widens the data source of the system, and provides possibility for successful and effective data analysis, butt joint between enterprise requirements and scientific and technological achievements and information matching.
Scientific and technological data statistical analysis is a traditional data analysis means, the combination of a statistical method, quantification and qualification is an important characteristic of statistical analysis, and systematic and perfect data are necessary conditions of statistical analysis. Statistical analysis can be divided into 5 steps describing the nature of the data to be analyzed, studying the data relationships of the underlying population, creating a model and summarizing the association of the data with the underlying population, proving (or negating) the effectiveness of the model, employing predictive analysis to predict future trends.
The most important part of the invention is to introduce a novel data mining tool to extract valuable knowledge, law or high-level information from a database, including convertible scientific and technological achievement information. The system provides the convertible scientific and technological achievement information obtained by data mining with the reference of users, enterprises, institutions and the like, and compared with the statistical analysis, the data mining is different in that: the statistical analysis starts from a hypothesis, an equation or a model needs to be built by self to be matched with the hypothesis, and the data mining does not need the hypothesis, and the equation can be built automatically. From the processing object point of view, statistical analysis is often directed to digitized data, while data mining is capable of analyzing different types of data, such as text, pictures, sound, multimedia, and so on. The scientific and technical data mining and analyzing module can execute various data processing tasks: linear or non-linear analysis, regression or logistic regression analysis, single multivariate analysis, time series analysis, recent time series analysis, cluster analysis, correlation analysis, data visualization process. The strong data visualization processing capability of the scientific and technological data mining analysis module is also an important characteristic of the invention. Visual data mining converts data into a visual form so that people (users) can quickly absorb a large amount of visual information, find the characteristics of modes in the visual information and analyze the relationship between the characteristics of the data and data items or attributes; therefore, the visualization technology also plays a key role in the field of data analysis. With module collaborative work such as scientific and technological project aassessment, scientific and technological project affirmation, scientific and technological project hatching, scientific and technological project service, this system provides the form construction mode of the class EXCEL operation that visual data mining supported, promotes form design efficiency, reduces the project implementation cost. Various data reports based on the process and the business are defined, the process efficiency can be effectively monitored, and important objective basis is provided for management decision.
The system comprises a scientific and technological project evaluation management module, a scientific and technological project confirmation management module, a scientific and technological project incubation management module and a scientific and technological project service management module, wherein the incubation, research and development, pilot test and volume production processes of scientific and technological enterprises are managed in a full-flow mode, and the information management of aspects such as scientific and technological project establishment, scientific and technological project service, scientific and technological project tracking, scientific and technological project settlement and the like is achieved. The hatching management of the scientific and technological project is an important component of a scientific and technological transformation service platform and is also an important core content of an innovative system of the scientific and technological transformation service platform. The scientific and technological project electronic file management module standardizes the whole electronic file management by establishing a uniform standard; the method comprises the following steps of constructing a complete electronic archive resource information sharing service platform, supporting the information processing of the whole archive management process, and specifically comprising the following steps: collection, archiving, encryption, storage management, retrieval and the like. Since project information, including the progress of the project, involves the enterprise's core business secrets, third party platforms must ensure information security for the storage and management of such sensitive information. Therefore, the scientific and technological project electronic archive management module of the embodiment adopts the rolling random code to perform information encryption and internal control on the scientific and technological conversion data and the files in place, and strictly conserves the business secrets of the clients.
Claims (16)
1. A scientific and technological achievement transformation/incubation big data cloud platform Internet + system is characterized by comprising a database subsystem, a data layer, a control layer and a service layer; the data base subsystem is used for storing and managing the scientific and technological achievements, structured and unstructured data in the aspects of enterprises and projects, the data layer is a data communication or data transmission interface for accessing the data base subsystem, the control layer provides configuration and operation management and user and authority management of the whole cloud platform system, the business layer specifically executes a scientific and technological achievement conversion task, the enterprises and the scientific and technological achievements are managed and matched with information based on data mining, and transformable scientific and technological achievements are obtained and are used for users and institutions to refer to.
2. The big data cloud platform internet + system according to claim 1, wherein the database subsystem comprises a scientific enterprise resource library, a scientific achievement resource library, a scientific transformation information library, a project incubation information library and a basic service information library.
3. The big data cloud platform internet + system as in claim 2, wherein the database subsystem further comprises a scientific talent resource base.
4. The big data cloud platform internet + system according to claim 1, wherein the data layer comprises a file read-write storage system module, a relational database management system module and an external data interface module; the file read-write storage system module provides a database access interface for unstructured data, namely files, the relational database management system module provides an access interface for structured data in the relational database, and the external data interface module realizes data synchronization outside the system, namely interaction and sharing of enterprise and/or scientific and technological information between the big data cloud platform internet + system and other information systems outside the system.
5. The big data cloud platform internet + system according to claim 1, wherein the control layer comprises an organization management module, a user management module, a permission management module, a configuration management module, a file management module, a process management module, a log management module, and a task management module.
6. The big data cloud platform internet + system according to claim 1, wherein the business layer further tracks and manages a hatching process of a scientific and technological project.
7. The big data cloud platform internet + system as claimed in claim 6, wherein the business layer comprises: scientific and technological enterprise information management module, scientific and technological achievement information management module, scientific and technological resource conversion management module, scientific and technological project evaluation management module, scientific and technological project confirmation management module, scientific and technological project incubation management module, scientific and technological project service management module, scientific and technological project electronic archive management module, scientific and technological data statistical analysis module, scientific and technological data mining analysis module and scientific and technological data bidirectional interaction module.
8. The big data cloud platform internet + system as in claim 7, wherein the business layer further comprises a scientific talent information management module.
9. The big data cloud platform internet + system according to claim 1, wherein a browser/server structure is adopted, and the user work interface is realized through a WWW browser.
10. The big data cloud platform internet + system as in claim 1, wherein a cross-platform design is implemented using J2EE technology.
11. The big data cloud platform internet + system as in claim 1, wherein centralized or distributed deployment is supported.
12. The big data cloud platform internet + system according to claim 7, wherein the scientific and technological data mining analysis module performs data analysis processing on various complex data in the database subsystem, screens out a data information structure set with reasonable conditions and complete matching, and obtains convertible project analysis result information.
13. The big data cloud platform internet + system of claim 12, wherein the scientific and technological data mining analysis module performs one or more of the following data processing tasks: linear or non-linear analysis, regression or logistic regression analysis, single multivariate analysis, time series analysis, recent time series analysis, cluster analysis, correlation analysis, data visualization process.
14. The big data cloud platform internet + system as in claim 7, wherein tasks of the science and technology project electronic archive management module include data collection, data processing, data archiving, and archive retrieval.
15. The big data cloud platform internet + system as claimed in claim 14, wherein the task of the scientific project electronic archive management module further comprises encrypting the scientific achievement transformation/hatching project electronic archive.
16. The big data cloud platform internet + system as in claim 15, wherein said encryption process employs a rolling code encryption technique.
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| CN112433984A (en) * | 2020-11-25 | 2021-03-02 | 广东新基地产业投资发展股份有限公司 | Full chain science and technology hatching system based on big data |
| CN113761499A (en) * | 2021-09-10 | 2021-12-07 | 中兴耀维科技江苏有限公司 | Efficient research and development management platform |
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