CN114661289A - Knowledge and data driving-based micro application development system and method - Google Patents
Knowledge and data driving-based micro application development system and method Download PDFInfo
- Publication number
- CN114661289A CN114661289A CN202210342941.8A CN202210342941A CN114661289A CN 114661289 A CN114661289 A CN 114661289A CN 202210342941 A CN202210342941 A CN 202210342941A CN 114661289 A CN114661289 A CN 114661289A
- Authority
- CN
- China
- Prior art keywords
- information
- application
- target
- relation
- data
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/38—Creation or generation of source code for implementing user interfaces
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/34—Graphical or visual programming
Abstract
The system comprises a data center station, an event center station and a knowledge expression library, wherein the event center station mainly comprises a request receiving module, a request processing module, an object information determining module, a relation information receiving module, a target relation determining module, an application receiving module and the like, and plays roles of receiving an application development request, receiving target business application and the like; the knowledge expression library mainly comprises a model processing module, an object information processing module and an application processing module, and plays a role in generating target service application and feeding back the target service application to a developer; the data center is mainly used for receiving and mapping data and opening a data channel between historical business application and target business application, the development system jointly drives the development of micro application based on knowledge and data, and the effects of rapid and ordered development of micro application and cooperative management of data among multiple applications are achieved.
Description
Technical Field
The application relates to the technical field of ERP development, in particular to a micro-application development system and a method based on knowledge and data driving.
Background
Complex services are often realized by arranging and combining single services according to a specific service flow, micro applications are the minimum application unit for serving single service digitization, and a plurality of micro applications can be assembled to meet more complex service requirements.
Generally, the development of the application has two modes of coding development and development based on a low-code/zero-code platform. In any development, the following disadvantages and pain points exist: 1) the development efficiency is low and the speed is slow. Although the development efficiency of the application is improved by packaging and componentizing functions in the low-code/zero-code development, for a new business scene, a process of building the application from zero still exists, the development period is relatively long, and particularly, because no reference basis exists, the success rate of the development is relatively low; 2) the developed application is not easy to be treated. Due to the fact that development is carried out in a disordered way, and a synergistic mechanism is difficult to form between application and application after an effective treatment mechanism is lacked, the developed application is difficult to form a scale effect to generate a larger effect; 3) the developed application and the application lack a data development mechanism and a data channel, and data and service are difficult to cooperate between the application and the application.
Disclosure of Invention
In view of the problems described, the present application has been developed to provide a knowledge-and-data-driven micro-application development system and method that overcomes, or at least partially solves, the problems described above, as follows,
a knowledge and data driven-based micro application development system relates to an event center station, a data center station and a knowledge expression base, wherein the event center station comprises:
the request processing module is used for receiving an application development request for a target service, which is initiated by a developer, generating a model calling request according to the application development request and sending the model calling request to the knowledge expression library;
the model receiving module is used for receiving the initial application model which is fed back by the knowledge expression base and is corresponding to the target service and inquired according to the model call;
the object information determining module is used for receiving the object information obtained after the developer operates the initial application model and sending the object information to the knowledge expression library;
the relation information receiving module is used for receiving the relation information which is fed back by the knowledge expression library and matched and associated according to the object information;
the target relation determining module is used for receiving the target relation information obtained after the developer operates the relation information and sending the target relation information to the knowledge expression base;
and the application receiving module is used for receiving the target business application which is fed back by the knowledge expression base and generated according to the target relation information, the object information and the initial application model.
Preferably, the request processing module includes:
the type determining submodule is used for extracting the application construction information in the application development request to determine an application construction type;
the request generation submodule is used for generating the model calling request according to the application construction type;
and the request sending submodule is used for sending the model calling request to the knowledge expression library.
Preferably, the event center station further includes a control integration module, and the control integration module includes:
the configuration determining submodule is used for determining initial control configuration information according to the object information and the target relation information;
the rule determining submodule is used for receiving a control configuration rule obtained after the developer operates the initial control configuration information;
and the configuration updating submodule is used for generating target control configuration information according to the control configuration rule and the initial control configuration information and updating the initial control configuration information.
And the application rendering submodule is used for rendering the control configured by the target service application according to the target control configuration information.
Also provided is a knowledge and data driven micro application development system, the system involving an incident stage, a data stage, and a knowledge expression library, the knowledge expression library comprising:
the model processing module is used for receiving a model calling request sent by the incident center station, inquiring the initial application model corresponding to the target service according to the model calling request and sending the initial application model to the incident center station;
the object information processing module is used for receiving object information which is obtained according to the object model and fed back by the event center, matching associated relation information according to the object information and sending the relation information to the event center;
and the application processing module is used for receiving target relation information which is fed back by the event center and is obtained according to the relation information, generating a target service application according to the target relation, the object information and the initial application model, and sending the target service application to the event center.
Preferably, the object information processing module includes:
the domain determining submodule is used for determining a service domain corresponding to the target service according to the object information;
the information matching submodule is used for matching the relation information according to the service field and the object information;
and the information sending submodule is used for sending the relationship information to the event center.
Preferably, the object information processing module further includes:
the relation expansion submodule is used for generating relation expansion information according to the historical service data and the mapping relation;
and the information association submodule is used for associating the relationship expansion information with object information corresponding to the historical service data, and the relationship information comprises the relationship expansion information.
Also provided is a knowledge and data driven micro application development system, the system relates to an event center, a data center and a knowledge expression library, the data center comprises:
the data receiving module is used for receiving historical business data generated by the historical business application;
the mapping construction module is used for constructing a mapping relation between the historical business data and the object information in the knowledge expression base;
and the data processing module is used for carrying out integrated processing on the service data generated by the historical service application and the target service application.
There is also provided a knowledge and data driven micro application development method applied to the system according to any one of claims 1 to 7, the method comprising:
receiving an application development request for a target service, which is initiated by a developer, by an event center, and calling an initial application model corresponding to the target service in the knowledge expression base according to the application development request;
the event center receives the object information obtained after the developer operates the initial application model and sends the object information to a knowledge expression library;
the knowledge expression base matches the associated relation information according to the object information and sends the relation information to the event center; the relation information comprises the relation expansion information, and the relation expansion information is generated by a relation expansion module of the knowledge expression base according to historical service data corresponding to the object information in a data center;
the event center receives target relation information obtained after the developer operates the relation information and sends the target relation to the knowledge expression library;
the knowledge expression base receives the target relation information, generates the target business application according to the target relation information, the object information and the initial application model, and sends the target business application to the event center;
and the target service application is received by the middle station in the event.
There is also provided a computer device comprising a processor, a memory and a computer program stored on the memory and capable of running on the processor, the computer program, when executed by the processor, implementing the method as described above.
There is also provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements a method as described above.
The application has the following advantages:
in the embodiment of the application, a micro-application development system is constructed through the data center, the event center and the knowledge expression base, and the development system realizes the development of micro-applications driven by knowledge and data together based on the knowledge description of objects in the knowledge expression base and the business data sharing in the data center, so that the effects of rapid and orderly development of the micro-applications and cooperative management of data among multiple applications are achieved.
Drawings
In order to more clearly illustrate the technical solutions of the present application, the drawings needed to be used in the description of the present application will be briefly introduced below, and it is apparent that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without inventive labor.
FIG. 1 is a schematic diagram illustrating a knowledge-and-data-driven micro application development system according to an embodiment of the present application;
FIG. 2 is a flowchart illustrating steps of a knowledge-based and data-driven micro application development method according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of a computer device according to an embodiment of the present invention.
Detailed Description
In order to make the aforementioned objects, features and advantages of the present application more comprehensible, the present application is described in further detail with reference to the accompanying drawings and the detailed description. It is to be understood that the embodiments described are only a few embodiments of the present application and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The micro-applications developed by the present application have the following four features.
1) Service single service digitization and support multiple form applications.
The micro application can process flow form services such as client management, leave request, expense reimbursement and the like, can also process data collection form services such as tournament entry, health report and the like, and can also process data analysis report services such as annual operation analysis, employee leave statistics and the like.
2) Micro-applications are communicated with each other based on development platform to realize cross-application data sharing and business cooperation
For example, sharing and coordination of data or services can be achieved between a micro application for handling "order management" and a micro application for handling "business operations".
3) The micro application supports scene-oriented bottle-on-demand, and supports large-scene and complex-service applications.
4) The method supports connection with a specific external object, and realizes that the enterprise full link is open to the outside.
Referring to fig. 1, a schematic structural diagram of a knowledge-based and data-driven micro application development system provided by an embodiment of the present application is shown,
the system comprises an event center station, a data center station and a knowledge expression library.
It should be noted that the middlebox is actually a micro service platform, such as the most common user center, order center, and various micro service centralization areas, i.e., "middlebox", which is a flexible and fast framework for coping with changes, and can quickly meet the requirements of front-end services, avoid repeated construction, and achieve the purpose of improving work efficiency. One of the ideas of the application is that a data channel can be opened under the support of a data center platform among a plurality of applications constructed by the event center platform, so that data sharing is realized, and the cooperative management among the plurality of applications is realized.
Specifically, the event center station includes: the request processing module 101 is configured to receive an application development request for a target service, which is initiated by a developer, generate a model calling request according to the application development request, and send the model calling request to the knowledge expression library;
the model receiving module 102 is configured to receive an initial application model which is called and inquired by the knowledge expression library according to the model and corresponds to the target service;
an object information determining module 103, configured to receive object information obtained after the developer operates the initial application model, and send the object information to the knowledge expression library;
a relation information receiving module 104, configured to receive relation information fed back by the knowledge expression library and matched and associated with the object information according to the object information;
a target relationship determining module 105, configured to receive target relationship information obtained after the developer operates the relationship information, and send the target relationship information to the knowledge expression library;
an application receiving module 106, configured to receive the target service application generated according to the target relationship information, the object information, and the initial application model, which are fed back by the knowledge expression library.
The knowledge expression library comprises: the model processing module 201 is configured to receive a model calling request sent by the event center, query the initial application model corresponding to the target service according to the model calling request, and send the initial application model to the event center;
the object information processing module 202 is configured to receive object information obtained according to the object model and fed back by the event center, match associated relationship information according to the object information, and send the relationship information to the event center;
the application processing module 203 is configured to receive target relationship information obtained according to the relationship information and fed back by the event center, generate a target service application according to the target relationship, the object information, and the initial application model, and send the target service application to the event center.
The above data center station includes: a data receiving module 301, configured to receive historical service data generated by a historical service application;
a mapping construction module 302, configured to construct a mapping relationship between the historical service data and the object information in the knowledge expression library;
and the data processing module 303 is configured to perform integrated processing on the service data generated by the historical service application and the target service application.
The micro-application development system is constructed through the data center, the event center and the knowledge expression base, and based on knowledge description of an object in the knowledge expression base and business data sharing in the data center, the development system realizes that knowledge and data jointly drive the development of micro-applications, and achieves the effects of rapid and ordered development of the micro-applications and data cooperative management among multiple applications.
The knowledge-based and data-driven micro application development system described above will be further explained by the following embodiments.
In an embodiment of the present invention, the request processing module 101 includes:
the type determining submodule is used for extracting the application construction information in the application development request to determine an application construction type;
the request generation submodule is used for generating the model calling request according to the application construction type;
and the request sending submodule is used for sending the model calling request to the event center.
In a specific embodiment, when a developer initiates a request for application development of a target service to an event middlebox, the developer carries construction information of related applications, the construction information includes requirement description, the application construction information is extracted by the request processing module 101 to clarify requirements of the application development, and thus, the type of the application to be constructed is determined according to the construction information, so as to query a constructed initial application model of a corresponding type. Specifically, for application development required by an enterprise, the initial application model may be a form initial model, a process initial model, a print initial model, a report initial model, and the like.
In an embodiment of the present invention, the object information processing module 202 includes:
the domain determining submodule is used for determining a service domain corresponding to the target service according to the object information;
the information matching submodule is used for matching the relation information according to the service field and the object information;
and the information sending submodule is used for sending the relationship information to the event center.
In a specific embodiment, each object information has specific knowledge description in the knowledge expression library for its specific business field, for example, in the field of "examination report", objects such as "report order form", "subject announcement", etc. are referred to, and when the object of "report order form" is referred to, information such as "name", "mobile phone number", "examination room", etc. is referred to. When a developer needs to construct micro applications related to examinations, the knowledge expression library returns an initial application model related to the examinations to the developer, the initial application model covers options of objects such as 'entry orders' and 'subject announcements' for confirmation of the developer, and corresponding relationship information is matched according to object information confirmed by the developer for editing by the developer.
In an embodiment of the present invention, the object information processing module 202 further includes:
the relation expansion submodule is used for generating relation expansion information according to the historical service data and the mapping relation;
and the information association submodule is used for associating the relationship expansion information with object information corresponding to the historical service data, and the relationship information comprises the relationship expansion information.
It should be noted that, according to the historical service data generated by the historical service application received by the data center, and the mapping relationship between the historical service data and the object information in the knowledge expression base is constructed, the historical service data may expand the relationship information associated with the object information.
In a specific embodiment, the data center platform adopts a lake-warehouse integrated architecture, and is mainly used for data source end management, and specific implementation measures include several key functions of data collection, data storage, data on-demand analysis and processing, and data opening, wherein data objects collected, stored, analyzed, and opened include relational data, text data, and other non-structural data except text, such as log data. The business data generated by the historical developed business application can be directly stored in a business database, namely a data center station, the business data is analyzed and processed by the data center station to form a plurality of data sets, after a mapping relation is established between a knowledge expression base and the data center station, the needed historical business data can be directly called according to the business field, and therefore the relation information is expanded according to the data structure of the historical business data to enrich the data structure of the historical business data and precipitate the data.
The data cooperative processing between the applications in the application development process of the method is realized by mapping the knowledge expression libraries in the data center station and the event center station.
In an embodiment of the present invention, the event center further includes a control integration module, where the control integration module includes:
the configuration determining submodule is used for determining initial control configuration information according to the object information and the target relation information;
the rule determining submodule is used for receiving a control configuration rule obtained after the developer operates the initial control configuration information;
the configuration updating submodule is used for generating target control configuration information according to the control configuration rule and the initial control configuration information and updating the initial control configuration information;
and the application rendering submodule is used for rendering the control configured by the target service application according to the target control configuration information.
In a specific embodiment, a plurality of controls are configured in an initial application model, configuration rules for the plurality of controls are determined through object relationship attributes, then a new control is configured according to the rules, and then the new control is packaged into the initial application model to generate a new target business application.
The rendering module can be used for configuring information according to the target control so as to realize that the control of the target service application presents corresponding effects on different front-end pages.
Referring to fig. 2, the present application further provides a knowledge and data driven micro application development method, which is applied to the above system, and specifically, the method includes the following steps:
s110, receiving an application development request for a target service initiated by a developer by an event center, and calling an initial application model corresponding to the target service in the knowledge expression library according to the application development request;
s120, the event center receives the object information obtained after the developer operates the initial application model and sends the object information to a knowledge expression base;
s130, the knowledge expression library matches the associated relationship information according to the object information and sends the relationship information to the event center; the relation information comprises the relation expansion information, and the relation expansion information is generated by a relation expansion module of the knowledge expression base according to historical service data corresponding to the object information in a data center;
s140, the event center receives the target relationship information obtained after the developer operates the relationship information and sends the target relationship to the knowledge expression base;
s150, the knowledge expression base receives the target relation information, generates the target business application according to the target relation information, the object information and the initial application model, and returns the target business application to the event center;
s160, the target service application is received by the station in the event.
Referring to fig. 3, a computer device for a knowledge-and-data-driven micro application development method according to the present invention is shown, which may specifically include the following:
the computer device 12 described above is embodied in the form of a general purpose computing device, and the components of the computer device 12 may include, but are not limited to: one or more processors or processing units 16, a system memory 28, and a bus 18 that couples various system components including the system memory 28 and the processing unit 16.
Computer device 12 typically includes a variety of computer system readable media. Such media may be any available media that is accessible by computer device 12 and includes both volatile and nonvolatile media, removable and non-removable media.
The system memory 28 may include computer system readable media in the form of volatile memory, such as Random Access Memory (RAM)30 and/or cache memory 32. Computer device 12 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, storage system 34 may be used to read from and write to non-removable, nonvolatile magnetic media (commonly referred to as "hard drives"). Although not shown in FIG. 3, a magnetic disk drive for reading from and writing to a removable, nonvolatile magnetic disk (e.g., a "floppy disk") and an optical disk drive for reading from or writing to a removable, nonvolatile optical disk (e.g., a CD-ROM, DVD-ROM, or other optical media) may be provided. In these cases, each drive may be connected to bus 18 by one or more data media interfaces. The memory may include at least one program product having a set (e.g., at least one) of program modules 42, with the program modules 42 configured to carry out the functions of embodiments of the invention.
A program/utility 40 having a set (at least one) of program modules 42 may be stored, for example, in memory, such program modules 42 including, but not limited to, an operating system, one or more application programs, other program modules 42, and program data, each of which examples or some combination thereof may comprise an implementation of a network environment. Program modules 42 generally carry out the functions and/or methodologies of the described embodiments of the invention.
The computer device 12 may also communicate with one or more external devices 14 (e.g., keyboard, pointing device, display 24, camera, etc.), with one or more devices that enable an operator to interact with the computer device 12, and/or with any device (e.g., network card, modem, etc.) that enables the computer device 12 to communicate with one or more other computing devices. Such communication may be through an input/output (I/O) interface 22. Also, computer device 12 may communicate with one or more networks (e.g., a Local Area Network (LAN)), a Wide Area Network (WAN), and/or a public network (e.g., the Internet) via network adapter 20. As shown, the network adapter 20 communicates with the other modules of the computer device 12 via the bus 18. It should be appreciated that although not shown in FIG. 3, other hardware and/or software modules may be used in conjunction with computer device 12, including but not limited to: microcode, device drivers, redundant processing units 16, external disk drive arrays, RAID systems, tape drives, and data backup storage systems 34, etc.
The processing unit 16 executes various functional applications and data processing by executing programs stored in the system memory 28, for example, implementing a knowledge-based and data-driven micro application development method provided by an embodiment of the present invention.
That is, the processing unit 16 implements, when executing the program,: receiving an application development request for a target service, which is initiated by a developer, by an event center, and calling an initial application model corresponding to the target service in the knowledge expression base according to the application development request; the event center receives the object information obtained after the developer operates the initial application model and sends the object information to a knowledge expression library; the knowledge expression library matches the associated relationship information according to the object information and sends the relationship information to the event center; the relation information comprises the relation expansion information, and the relation expansion information is generated by a relation expansion module of the knowledge expression base according to historical service data corresponding to the object information in a data center; the event center receives target relation information obtained after the developer operates the relation information and sends the target relation to the knowledge expression base; the knowledge expression base receives the target relation information, generates the target business application according to the target relation information, the object information and the initial application model, and sends the target business application to the event center; and the target service application is received by the middle station in the event.
In an embodiment of the present invention, the present invention further provides a computer-readable storage medium, on which a computer program is stored, which when executed by a processor, implements a knowledge-and-data-driven micro application development method as provided in all embodiments of the present application:
that is, the program when executed by the processor implements: the event center receives an application development request for a target service, which is initiated by a developer, and calls an initial application model corresponding to the target service in the knowledge expression base according to the application development request; the event center receives the object information obtained after the developer operates the initial application model and sends the object information to a knowledge expression library; the knowledge expression library matches the associated relationship information according to the object information and sends the relationship information to the event center; the relation information comprises the relation expansion information, and the relation expansion information is generated by a relation expansion module of the knowledge expression base according to historical service data corresponding to the object information in a data center; the event center receives target relation information obtained after the developer operates the relation information and sends the target relation to the knowledge expression library; the knowledge expression base receives the target relation information, generates the target business application according to the target relation information, the object information and the initial application model, and sends the target business application to the event center; and the target service application is received by the middle station in the event.
Any combination of one or more computer-readable media may be employed. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Computer program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the operator's computer, partly on the operator's computer, as a stand-alone software package, partly on the operator's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the operator's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider). The embodiments in the present specification are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.
While preferred embodiments of the present application have been described, additional variations and modifications of these embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including the preferred embodiment and all such alterations and modifications as fall within the true scope of the embodiments of the application.
Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or terminal that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or terminal. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or terminal that comprises the element.
The knowledge and data driven micro application development system and method provided by the application are introduced in detail, and a specific example is applied in the system to explain the principle and the implementation of the application, and the description of the embodiment is only used to help understand the method and the core idea of the application; meanwhile, for a person skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.
Claims (10)
1. A knowledge and data driven micro application development system is characterized in that the system relates to an event center station, a data center station and a knowledge expression base, wherein the event center station comprises:
the request processing module is used for receiving an application development request for a target service initiated by a developer, generating a model calling request according to the application development request and sending the model calling request to the knowledge expression library;
the model receiving module is used for receiving the initial application model which is fed back by the knowledge expression base and is corresponding to the target service and inquired according to the model call;
the object information determining module is used for receiving the object information obtained after the developer operates the initial application model and sending the object information to the knowledge expression library;
the relation information receiving module is used for receiving the relation information which is fed back by the knowledge expression library and matched and associated according to the object information;
the target relation determining module is used for receiving the target relation information obtained after the developer operates the relation information and sending the target relation information to the knowledge expression base;
and the application receiving module is used for receiving the target business application which is fed back by the knowledge expression base and generated according to the target relation information, the object information and the initial application model.
2. The system of claim 1, wherein the request processing module comprises:
the type determining submodule is used for extracting the application construction information in the application development request to determine an application construction type;
the request generation submodule is used for generating the model calling request according to the application construction type;
and the request sending submodule is used for sending the model calling request to the knowledge expression library.
3. The system of claim 1, wherein the event center further comprises a control integration module, the control integration module comprising:
the configuration determining submodule is used for determining initial control configuration information according to the object information and the target relation information;
the rule determining sub-module is used for receiving a control configuration rule obtained after the developer operates the initial control configuration information;
and the configuration updating submodule is used for generating target control configuration information according to the control configuration rule and the initial control configuration information and updating the initial control configuration information.
And the application rendering submodule is used for rendering the control configured by the target service application according to the target control configuration information.
4. A knowledge-and-data-driven micro-application development system, wherein the system relates to an event center station, a data center station and a knowledge expression base, and the knowledge expression base comprises:
the model processing module is used for receiving a model calling request sent by the incident center station, inquiring the initial application model corresponding to the target service according to the model calling request and sending the initial application model to the incident center station;
the object information processing module is used for receiving object information which is obtained according to the object model and fed back by the event center, matching associated relation information according to the object information and sending the relation information to the event center;
and the application processing module is used for receiving target relation information which is fed back by the event center and is obtained according to the relation information, generating a target service application according to the target relation, the object information and the initial application model, and sending the target service application to the event center.
5. The system according to claim 4, wherein the object information processing module includes:
the domain determining submodule is used for determining a service domain corresponding to the target service according to the object information;
the information matching submodule is used for matching the relation information according to the service field and the object information;
and the information sending submodule is used for sending the relationship information to the event center.
6. The system of claim 5, wherein the object information processing module further comprises:
the relation expansion submodule is used for generating relation expansion information according to the historical business data and the mapping relation;
and the information association submodule is used for associating the relationship expansion information with object information corresponding to the historical service data, and the relationship information comprises the relationship expansion information.
7. A knowledge and data driven micro application development system is characterized in that the system relates to an event center station, a data center station and a knowledge expression base, wherein the data center station comprises:
the data receiving module is used for receiving historical business data generated by the historical business application;
the mapping construction module is used for constructing a mapping relation between the historical business data and the object information in the knowledge expression base;
and the data processing module is used for carrying out integrated processing on the service data generated by the historical service application and the target service application.
8. A knowledge and data driven micro application development based method, wherein the method is applied to the system according to any one of claims 1-7, and the method comprises:
receiving an application development request for a target service, which is initiated by a developer, by an event center, and calling an initial application model corresponding to the target service in the knowledge expression base according to the application development request;
the event center receives object information obtained after the developer operates the initial application model and sends the object information to a knowledge expression library;
the knowledge expression library matches the associated relationship information according to the object information and sends the relationship information to the event center; the relation information comprises the relation expansion information, and the relation expansion information is generated by a relation expansion module of the knowledge expression base according to historical service data corresponding to the object information in a data center;
the event center receives target relation information obtained after the developer operates the relation information and sends the target relation to the knowledge expression library;
the knowledge expression base receives the target relation information, generates the target business application according to the target relation information, the object information and the initial application model, and sends the target business application to the event center;
and the target service application is received by the middle station in the event.
9. A computer arrangement comprising a processor, a memory and a computer program stored on the memory and capable of running on the processor, the computer program, when executed by the processor, implementing the method as claimed in claim 8.
10. A computer-readable storage medium, characterized in that a computer program is stored on the computer-readable storage medium, which computer program, when being executed by a processor, carries out the method as claimed in claim 8.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210342941.8A CN114661289A (en) | 2022-04-02 | 2022-04-02 | Knowledge and data driving-based micro application development system and method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210342941.8A CN114661289A (en) | 2022-04-02 | 2022-04-02 | Knowledge and data driving-based micro application development system and method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN114661289A true CN114661289A (en) | 2022-06-24 |
Family
ID=82032769
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210342941.8A Pending CN114661289A (en) | 2022-04-02 | 2022-04-02 | Knowledge and data driving-based micro application development system and method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114661289A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2024067832A1 (en) * | 2022-09-29 | 2024-04-04 | 顺丰科技有限公司 | Data processing method and apparatus, electronic device, and storage medium |
-
2022
- 2022-04-02 CN CN202210342941.8A patent/CN114661289A/en active Pending
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2024067832A1 (en) * | 2022-09-29 | 2024-04-04 | 顺丰科技有限公司 | Data processing method and apparatus, electronic device, and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11238099B2 (en) | Method and device for obtaining answer, and computer device | |
| CN110008045B (en) | Method, device and equipment for aggregating microservices and storage medium | |
| US10277743B1 (en) | Configurable natural language contact flow | |
| CN109495392B (en) | Message conversion processing method and device, electronic equipment and storage medium | |
| CN112711581B (en) | Medical data checking method and device, electronic equipment and storage medium | |
| US11749255B2 (en) | Voice question and answer method and device, computer readable storage medium and electronic device | |
| CN114528044B (en) | Interface calling method, device, equipment and medium | |
| CN112417274A (en) | Message pushing method and device, electronic equipment and storage medium | |
| CN111913922B (en) | Binary structured log generation method, device, equipment and storage medium | |
| CN112783874A (en) | Data analysis method, device and system | |
| CN114661289A (en) | Knowledge and data driving-based micro application development system and method | |
| CN113378579A (en) | Method, system and electronic equipment for voice input of structured data | |
| CN111026945B (en) | Multi-platform crawler scheduling method, device and storage medium | |
| CN113051389A (en) | Knowledge pushing method and device | |
| CN114219643A (en) | Transaction calling method, device, equipment and storage medium | |
| CN113868400A (en) | Method and device for responding to digital human questions, electronic equipment and storage medium | |
| CN113919310A (en) | Short message content determination method and device, electronic equipment and storage medium | |
| US20170293599A1 (en) | Checklist Contexts and Completion | |
| Sanjana et al. | High resilient messaging service for microservice architecture | |
| CN114761944A (en) | Session broker on domain structure knowledge | |
| CN111694932A (en) | Conversation method and device | |
| CN112711654B (en) | Chinese character interpretation technique generation method, system, equipment and medium for voice robot | |
| CN113486269B (en) | WEB-based electronic form data processing method, computing device and storage medium | |
| CN117473136A (en) | Data report generation method and device, storage medium and electronic equipment | |
| CN117271635A (en) | List export method, device, computer equipment and storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |