CN115686447A - Intelligent recommendation method for application creation, and creation method, device and system for application - Google Patents
Intelligent recommendation method for application creation, and creation method, device and system for application Download PDFInfo
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Abstract
The invention discloses an intelligent recommendation method for application creation, an application creation method, an application creation device and an application creation system. The intelligent recommendation method for application creation comprises the following steps: responding to a request for creating an application by a user or a request for modifying an application template, matching the content related to the application to be created, which is input by the user, with a preset application recommendation library, and determining an application link, which is matched with a service scene of the application to be created, in the application recommendation library; determining a first function point related to the current stage of the application to be created according to the current stage; selecting at least one second functional point which is matched with the currently related first functional point from the matched application link; and recommending the corresponding instance of the at least one second functional point to the user. The invention can greatly reduce the difficulty of creating the application, improve the speed of creating the application and improve the quality of creating the application by intelligently guiding the user.
Description
Technical Field
The invention relates to the technical field of software development, in particular to an intelligent recommendation method for application creation, an application creation method, an application creation device and an application creation system.
Background
The requirements of applications which meet the characteristics of the applications are more and more vigorous in personalized customization at present, and the whole development process can be completed only through a series of steps of acquisition of service requirements, abstraction of a service flow, system development, integrated testing, acceptance and release, online and the like in a traditional entrusted development or autonomous development mode, so that the process is complex, the consumed time is long, and the cost is high.
For enterprises or organizations without application development capability or being incapable of bearing higher expenses, the implementation is difficult, so how to let business personnel who do not know development also become developers to develop applications belonging to the developers, and ordinary business personnel with low code development capability and without code development capability also can smoothly build personalized applications meeting the requirements of the business personnel, and a set of low-cost enterprise application building solution is provided, and is one of the hotspots of current research and development.
Disclosure of Invention
The inventor of the present invention finds that, in the prior art, a low-code application and low-cost application building platform has appeared for enterprises or other organizations, and a user can edit and configure pages, forms and flows through simple operations, such as dragging and pulling, and publish the pages, forms and flows to a computer end and a mobile phone end by one key. However, when users of such platforms use, the users pay attention to service use scenes which need to be realized, but do not know which function points the service scenes need to contain, how to find specific function points such as appropriate pages, flows and forms on a building platform, the building process of each link function point in the application needs to be learned in advance in a large amount of time, and the application which meets the self requirements can be built through self-learning and groping in combination with the actual needs of the service scenes, so that the learning threshold is still high, and the speed of building the application and the quality of the finally built application are limited.
The present invention has been made to solve at least some of the above technical problems in the prior art, and provides an intelligent recommendation method for application creation, an application creation method, an application creation apparatus and an application creation system, which overcome or at least partially solve the above problems.
In a first aspect, an embodiment of the present invention provides an intelligent recommendation method for application creation, including:
responding to a request for creating an application by a user or a request for modifying an application template, matching the content related to the application to be created, which is input by the user, with a preset application recommendation library, and determining an application link, which is matched with a service scene of the application to be created, in the application recommendation library;
determining a first function point related to the current stage of the application to be created according to the current stage; selecting at least one second functional point which is matched with the currently related first functional point from the matched application link;
and recommending the corresponding instance of the at least one second functional point to the user.
In one embodiment, the application recommendation library comprises: at least one application link for each type of service scenario;
the application link comprises at least one second functional point;
field information contained in each second function point;
the cooperation relationship among the second function points;
and the application link and the service attribute information corresponding to the second functional point.
In one embodiment, the application recommendation library is generated by:
extracting keywords of a service scene corresponding to a known application from at least one known application of various service scenes; taking the key words of the service scene as service attribute information corresponding to the application link;
extracting corresponding keywords from the names of the second function points contained in the known application, and using the keywords as service attribute information of the second function points;
extracting service attribute information of each second functional point contained in the known application;
acquiring logic relationship information of each second function point contained in the known application;
extracting corresponding fields according to the content of each second function point;
and generating the application recommendation library according to the service attribute information corresponding to the application link, the service attribute information of each second function point, the logic relationship information of each second function point and the field.
In one embodiment, matching the content related to the application to be created, which is input by a user, with a preset application recommendation library, and determining an application link, which is in the application recommendation library and is matched with the service scenario of the application to be created, includes:
and matching the application name of the application to be created, which is input by the user, with the service attribute information of the application link in the application recommendation library, and determining the application link matched with the service scene of the application to be created.
In one embodiment, selecting at least one second function point from the application links matching the currently involved first function point comprises:
according to the name of the first function point input by a user and/or the field name contained in the first function point, searching a second function point of which the service attribute information is matched with the name of the first function point and/or the contained field information is matched with the field name in the first function point in the application recommendation library;
the first function point and the second function point respectively comprise one or more of the following items: pages, forms, flow configurations, reports, and services.
In one embodiment, recommending the corresponding instance of the at least one second functional point to the user includes:
recommending a template of an instance corresponding to the second function point to the user, and/or
And recommending each field contained in the corresponding instance of the second functional point to the user.
In an embodiment, the method for intelligently recommending application creation further includes:
determining at least one second functional point corresponding to a subsequent stage associated with the stage where the second functional point is located in the matched application link;
and recommending at least one second function point corresponding to the subsequent stage to the user.
In an embodiment, the intelligent recommendation method for application creation further includes:
and recommending the cooperation relationship between more than two second function points to the user according to the application recommendation library.
In a second aspect, an embodiment of the present invention provides an application creating method, including:
in response to a request of a user for creating an application or a request for modifying an application template, recommending an instance corresponding to at least one second function point matched with a first function point related to the current stage of the application to be created to the user;
and receiving an instance selected by a user from the instances corresponding to the at least one second functional point, and adding the instance to the application to be created.
In a third aspect, an embodiment of the present invention provides an intelligent recommendation apparatus for creating an application, including:
the matching module is used for responding to a request of a user for creating an application or a request for modifying an application template, matching the content related to the application to be created and input by the user with a preset application recommendation library, and determining an application link matched with a service scene of the application to be created in the application recommendation library;
the determining module is used for determining a first function point related to the stage according to the current stage of the application to be created;
a selection module, configured to select at least one second function point that is adapted to the currently related first function point from the application links that match the first function point;
and the recommending module is used for recommending the example corresponding to the at least one second functional point to the user.
In a fourth aspect, an embodiment of the present invention provides an apparatus for creating an application, including:
the recommendation module is used for responding to a request of a user for creating an application or a request for modifying an application template, and recommending an instance corresponding to at least one second functional point matched with a first functional point related to the current stage of the application to be created to the user;
and the creating module is used for receiving the instance selected by the user from the instances corresponding to the at least one second functional point and adding the instance to the application to be created.
In a fifth aspect, an embodiment of the present invention provides a server, including: the system comprises a memory, a processor and a computer program stored on the memory and capable of running on the processor, wherein the processor executes the program to realize the intelligent recommendation method for creating the application or realize the creation method for the application.
In a sixth aspect, an embodiment of the present invention provides an intelligent recommendation system for application creation, including the foregoing server and at least one client;
the client is used for initiating a request for creating the application or a request for modifying the application template, and creating the application according to the instance corresponding to the at least one second function point recommended by the server.
In a seventh aspect, an embodiment of the present invention provides a computer-readable storage medium, where a computer program is stored, and the computer program is executed by a processor, where the computer program is used for an intelligent recommendation method for creating an application as described above, or is used for implementing a creation method for an application as described above.
In an eighth aspect, an embodiment of the present invention provides a computer program product, where the computer program product includes a computer program, and when being executed by a processor, the computer program implements an intelligent recommendation method for creating an application as described above, or implements a creation method for an application as described above.
The technical scheme provided by the embodiment of the invention has the beneficial effects that at least:
according to the intelligent recommendation method for application creation, the application creation method, the device and the system provided by the embodiment of the invention, the content input by the user and related to the application to be created is matched with the application link in the preset application recommendation library, the second function point matched with the current stage is further matched according to the current stage of the application to be created, the corresponding second function point example is provided for the user, and the difficulty of creating the application can be greatly reduced, the application creation speed is increased and the application creation quality is improved by intelligently guiding the user.
Furthermore, the embodiment of the invention not only can intelligently recommend the functional points in the application, such as forms, processes, reports, services and the like, but also can intelligently recommend fields of the functional points, and also can intelligently recommend the cooperation relationship among the functional points, and can accurately match the required service fields, the required functions and the process configuration mode while realizing accurate matching of the service scene in each stage of application building, thereby better meeting the requirements of users and improving the use experience of the users when building the application.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a flowchart of an intelligent recommendation method for application creation according to an embodiment of the present invention;
FIG. 2 is a flow chart of a method of creating an application in an embodiment of the present invention;
FIG. 3 is a schematic interface diagram in the application creation process of "employee enrollment application" in the embodiment of the present invention;
FIG. 4 is a block diagram of an intelligent recommendation device created by an application in an embodiment of the present invention;
FIG. 5 is a block diagram showing the construction of a creating apparatus applied in the embodiment of the present invention;
fig. 6 is a block diagram of an intelligent recommendation system created by an application in the embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
In order to solve the problems in the prior art, the inventor of the invention provides an intelligent recommendation method for application establishment, when a user enters an application establishment platform, the establishment of the application is completed step by step through recommendation guidance through recommendation information provided by the application establishment platform on the premise of not knowing each link of the application establishment, the application meeting the self requirements is established in a low-cost and low-technology threshold mode, and meanwhile, the speed of application establishment and the quality of the finally established application are improved.
The following describes in detail specific embodiments of an intelligent recommendation method for application creation and an application creation method provided in an embodiment of the present invention with reference to the accompanying drawings.
Referring to fig. 1, the intelligent recommendation method for application creation provided by the embodiment of the present invention includes the following steps:
s11, responding to a request of a user for creating an application or a request of modifying an application template, matching the content related to the application to be created and input by the user with a preset application recommendation library, and determining an application link matched with a service scene of the application to be created in the application recommendation library;
s12, determining a first function point related to a stage according to the current stage of the application to be created; selecting at least one second function point which is matched with the first function point which is related currently from the matched application links;
s13, recommending the example corresponding to the at least one second functional point to the user.
In the process of creating the application, a user can adopt two modes, for example, one mode is created from a blank application without depending on a template, and the other mode is obtained by modifying and expanding the template on the basis of the template by using the template provided by an application building platform (an application building server). Therefore, based on the two ways, the intelligent recommendation method for application creation provided by the embodiment of the invention can be used.
The intelligent recommendation method for application creation can be applied to an application creation platform server side in specific implementation, and provides a function point matched with the current related stage of the application to be created for a client side in the interaction process with the client side.
In the embodiment of the present invention, for the sake of distinction only, a function point in an application to be created is referred to as a first function point, and a function point included in a known application in the application recommendation library is referred to as a second function point. Whether the first function point or the second function point may include one or more of the following: pages and/or forms, flow configurations, reports, and services.
In one embodiment, the pages and/or forms each have the capability to collect information and data. A typical page and/or form may include three basic components: form labels, form fields, and form buttons. In particular, form labels are adapted to contain transmission data for form data, form fields are adapted to contain content data collected for forms, and form buttons are adapted to contain human interaction and other script processing data.
In one embodiment, the form label contains the URL of the CGI program used to process the form data and the data that the data was submitted to the server; the form field acquires content data submitted by a user through one or more combinations of text boxes, password boxes, hidden fields, multi-line text boxes, check boxes, radio boxes, pull-down selection boxes and file upload boxes; the form button includes one or more combinations of a submit button, a reset button and a general button, and is used for responding to the operation of a user, executing the corresponding operation, transmitting data to the CGI script on the server or canceling input, and further can control other processing work which defines processing scripts.
In an embodiment, the process configuration refers to configuring each link of the process according to the implementation logic of the application scenario, and in a specific embodiment, for example, in the approval process, the process configuration includes information and data transfer, and the setting of the access right includes, for example, setting a viewer, an approval transcriber, an approver, and the like.
In one embodiment, the report may include various data presentation pages, and data statistics and analysis may be implemented in the report function through data generated by the form or the process.
Unlike reports, pages or forms are used for data collection and integration to facilitate preparation for further data analysis, data collaboration, and the like.
In one embodiment, the services may include various data computation services, statistical services, and various types of services adapted to business logic.
In particular, the service may be, for example, various software modules, code blocks or components that can implement various preset functions, such as a payment function, a map function, an intelligent algorithm service, and the like.
According to the needs of application scenes, the service can be associated with pages and/or forms, process configuration, reports and the like, for example, in a bank payment scene, the service can enter a payment page after the process configuration system makes a form and an approver approves the form, so that a payment function is realized. For another example, a map function is embedded in an application related to geographic information, so that when a user fills in related information in a form, the user can conveniently link geographic position data corresponding to the information on the map. The association mode can be correspondingly selected according to the requirements of the application scene. Or the combination of data calculation service and report forms, etc. to realize the operation of complex data. The embodiment of the present invention is not limited thereto.
In one embodiment, the application recommendation library may include, for example: at least one application link for each type of service scenario; and
the application link comprises at least one second function point;
field information contained in each second function point;
the cooperation relationship among the second function points;
and applying the service attribute information corresponding to the link and the second functional point.
In order to better provide accurate recommendations for the user, in the embodiment of the present invention, the application recommendation library may be generated by, for example:
extracting keywords of a service scene corresponding to a known application from at least one known application of various service scenes; using the key words of the service scene as service attribute information corresponding to the application link;
extracting service attribute information of each function point contained in the known application;
acquiring the logic relation of each function point contained in the known application;
and extracting corresponding field information according to the content of each functional point.
For the extraction of the service attribute information of each function point, specifically, for example, each function point included in a known application is obtained first, and the function points may be different for different applications, such as a function entry of an approval flow, a flow link of a certain workflow, or a report page that is frequently used in a statistical scene type application such as a personnel attendance application; then, further determining the service attribute information corresponding to each functional point, where the service attribute information may include one or more of the following information: the name, keyword, attribute, commonly called in the industry (for example, the attendance statistics page is commonly called an attendance table), and the like corresponding to the function point. The service attribute information may be obtained from the scene attribute of each function point, for example, extracted from a page or a link, or may be manually set by a recommendation library setter.
The known application includes the acquisition of the logical relationship of each function point, including but not limited to: for example, based on the implementation logic of the application function, a starting function point included in the application and a terminating function point of the application are obtained, for a certain function point, one or more previous function nodes with certain logical association and one or more subsequent function nodes with certain logical association are obtained.
According to the content extraction field of the function point, for example, keywords and the like can be extracted from the content of the page and/or the form.
Finally, the extracted service attribute information corresponding to the application link, the logical relationship information of each function point included in the known application, and the field extracted according to the content of the function point can be input into a preset database, and then a recommendation library can be generated.
In the generation process of the recommendation library, the steps of extracting the service attribute information corresponding to the application link, extracting the service attribute information of each function point included in the known application, obtaining the logical relationship information of each function point included in the known application, and extracting the corresponding field according to the content of each function point are independent of each other.
For example, various known applications are classified according to industries and various scenes of each industry, and the applications are marked based on the industries and/or service scenes, that is, keywords of various service scenes are extracted as service attribute information of an application link; for example, in the asset management scene of different industries, keywords such as library management, cultural goods management, electronic digital product management and the like can be extracted from different applications. This service attribute information can be used to match the application link itself.
For example, for a specific scenario of book management, "library", "asset management", "internal asset management system", etc. can be extracted as the service attribute information of the application, so as to match the requirements of the user conveniently, and when the user inputs keywords such as "library management", "library", "asset management", etc., the application can be matched with the application link of book management quickly.
Other similar service attribute information includes, but is not limited to: "retail," "medical," "construction," and the like, as embodiments of the invention are not limited thereto.
For each second function point included in the application link, for example, which forms are included, which fields are needed in the forms, how the forms interact with each other (which can be determined by the logical relationship information between the forms), and the like, corresponding keywords can be extracted and used as a part of the application link. The other second functional points are similar thereto.
For an application link, the key information of each link contained in the application is abstracted so as to be better adapted to each link of the application to be created.
The sources of "marking" for known applications described above may be various, for example, including but not limited to: marking various established applications published by the application building platform, obtaining information of known applications from a network through a crawler tool and the like, which are not limited by the embodiment of the invention.
Correspondingly, in the step S2, the step of matching the content related to the application to be created, which is input by the user, with a preset application recommendation library to determine an application link in the application recommendation library, which is matched with the service scenario of the application to be created, may be implemented by, for example, the following processes:
and matching the application name of the application to be created, which is input by the user, with the service attribute information of the application link in the application recommendation library, and determining the application link matched with the service scene of the application to be created.
For example, when the user inputs the text content of "library management", the text content can be quickly matched with the application link of "library management" in the application recommendation library according to the semantic meaning of the text.
Further, after the application link is matched, in the embodiment of the present invention, according to the current stage of the application to be created, at least one second function point adapted to the application link may be continuously matched in the application link.
For example, according to the name of the first function point input by the user and/or the field name included in the first function point, the second function point of which the service attribute information is matched with the name of the first function point and/or the included field information is matched with the field name in the first function point is searched in the application recommendation library.
For example, library management is generally divided into links such as "book purchasing", "book lending", and "book returning". When a user intends to create a link of book purchasing in the application, a second function point matched with the link of book purchasing in the application recommendation library, namely a book purchasing form, can be further matched through the name 'book purchasing information table' input by the user; or the user enters ". Star (book name)", ". Publication (book press)", "unit price: * The element "is a text input by the user, for example, if more than a preset number (or more than a preset proportion) of keywords are matched with the service attribute information of the" book purchasing form "in the application recommendation library, it may be determined that the second function point that needs to be matched currently is the" book purchasing form ".
Based on the matched second function point, an instance corresponding to the second function point may be directly recommended to the user, for example, a form template as shown in table 1 below is provided:
TABLE 1
The user can directly input the relevant data according to the actual situation, and the generated form is as the following table 2 example:
TABLE 2
In a specific implementation, the user may have created a book purchasing information table, and when the fields of the book name and the publisher name are input, the user is asked whether to add, for example, "book unit price", "purchase quantity", and the like, by using recommendation of the platform server, for example, by popping up prompt information, and a selection item is given for selection, so that the user can continuously recommend other fields in the book purchasing information table to complete the book purchasing form.
In the embodiment of the present invention, after at least one second function point adapted to the currently related first function point is matched, at least one second function point corresponding to a subsequent stage associated with the stage where the second function point is determined in the matched application link may also be determined; and recommending at least one second function point corresponding to the subsequent stage to the user.
Or taking the application scenario of library management as an example, besides recommending book purchasing information tables, lists of links such as "book lending", "book returning" and the like can also be recommended. For the book purchasing form, a subsequent book purchasing approval function can be continuously recommended, several common processes can be recommended for a user to select by the approval process, the approval process comprises approval steps, and the approximator corresponding to each step increases a copying person, an approval time limit and the like if necessary.
In the application scenario of the embodiment of the present invention, for example, the application recommendation library may also be based on a collaborative relationship between two or more second function points recommended to the user.
Also taking library management as an example, two forms of "book lending" and "book returning" have a data cooperation relationship, if a certain number of the same book is lent in the book lending form, the stock data will be correspondingly reduced, and if a certain number of the same book is returned in the book returning form, the stock data will be correspondingly increased, and a certain logical association exists between the two forms and the book purchasing form. Thus, after creating "book lending" and "book returning" forms, the application building platform server may also provide logical relationships, i.e., data collaboration, between these forms and forms. For example by means of some form of data computing service.
In the above, the form is taken as an example, and the recommendation of other functional points such as the process and the report can refer to the above manner, which is not described herein again.
An embodiment of the present invention further provides an application creation method, which is shown in fig. 2, and the application creation method provided in the embodiment of the present invention, shown in fig. 2, includes:
s21, responding to a request of a user for creating an application or a request for modifying an application template, and recommending an example corresponding to at least one second functional point matched with a first functional point related to the current stage of the application to be created to the user;
s22, receiving an instance selected by a user from the instances corresponding to the at least one second function point, and adding the instance to the application to be created.
The user can start to create a new application step by step based on the blank, and can also provide a plurality of instances of the second functional point for the user to select based on the previous recommendation process, and when the instances of the second functional point are selected, the selected content is added to the application to be created.
In the process thereafter, the user may choose to continue to modify the instance, or expand it, and may further recommend it until the entire application creation is completed, and the process thereafter is similar to the foregoing method and is not described herein again.
For the next application of 'employee enrollment application' as an example, a user starts a form named 'employee enrollment application form' on an application building platform, an application building platform server matches and screens out the form according to the name and according to the form, the form is recommended, and the user can generate the form definition by one key when selecting the form meeting the requirement.
Next, referring to the interface schematic diagram shown in fig. 3, the user adds name and identification card fields in the "employee enrollment application form", at this time, the application building platform server recognizes that the fields are names and identification card fields of natural people, recommends whether field information such as "phone number", "address", "department of belongings" is added to the fields included in the form conforming to the enrollment scene in the application recommendation library, and recommends whether to automatically import the fields (i.e., function recommendation) by automatically invoking external data source to obtain data in a manner of popping up prompt information (for example, in a manner of pop-up window or the like).
After the recommendation of the form is completed, the user continues to configure the flow, a branch node is pulled out from the steps of the configuration flow, when the branch node appears, the application building platform server automatically prompts whether conditions need to be set on the node or not, the user can select to set the conditions (such as conditions of a user who can submit, a user who can check, a user who can approve and the like) on the node, and after the user sets the intelligent recommendation branch condition, the user prompts to pull the end node to end the branch.
And finishing the application creation of the employee enrollment application.
And the created application can be normally used after being released through the application building platform.
Based on the same inventive concept, embodiments of the present invention further provide an intelligent recommendation apparatus for application creation, an application creation apparatus, a server, and an intelligent recommendation system for application creation, and because the principles of the problems solved by these apparatuses, servers, and systems are similar to the aforementioned intelligent recommendation method for application creation and application creation method, the implementations of the intelligent recommendation apparatus for application creation, application creation apparatus, server, and intelligent recommendation system for application creation may refer to the implementations of the aforementioned methods, and the repeated parts are not repeated.
An intelligent recommendation device for application creation provided in an embodiment of the present invention, as shown in fig. 4, includes:
the matching module 41 is configured to, in response to a request for creating an application by a user or a request for modifying an application template, match a content related to an application to be created, which is input by the user, with a preset application recommendation library, and determine an application link, which is in the application recommendation library and is matched with a service scenario of the application to be created;
a determining module 42, configured to determine, according to a current stage of the application to be created, a first function point related to the stage;
a selection module 43, configured to select at least one second function point that is adapted to the currently involved first function point from the application links that match the first function point;
and the recommending module 44 is configured to recommend the instance corresponding to the at least one second functional point to the user.
An application creation apparatus provided in an embodiment of the present invention, as shown in fig. 5, includes:
a recommending module 51, configured to recommend, to a user, an instance corresponding to at least one second function point that matches a first function point related to a current stage of an application to be created, in response to a request for creating the application by the user or a request for modifying an application template;
and the creating module 52 is configured to receive an instance selected by the user from the instances corresponding to the at least one second functional point, and add the instance to the application to be created.
The embodiment of the invention provides a server, which comprises: the system comprises a memory, a processor and a computer program stored on the memory and capable of running on the processor, wherein the processor executes the program to realize the intelligent recommendation method for creating the application or the creation method for creating the application.
An intelligent recommendation system for application creation provided by an embodiment of the present invention, as shown in fig. 6, includes the server 61 and at least one client 62;
the client 62 is configured to initiate a request for creating an application or a request for modifying an application template, and create an application according to an instance corresponding to at least one second function point that is recommended by the server.
An embodiment of the present invention provides a computer-readable storage medium, where a computer program is stored, and the computer program is executed by a processor to implement the intelligent recommendation method for creating the application or the creation method for implementing the application.
An embodiment of the present invention provides a computer program product, which includes a computer program, and when executed by a processor, the computer program implements the intelligent recommendation method for creating an application as described above, or implements the creation method for an application as described above.
According to the intelligent recommendation method for application creation, the application creation method, the application creation device and the application creation system, the content input by the user and related to the application to be created is matched with the application link in the preset application recommendation library, the second function point matched with the current stage is further matched according to the current stage of the application to be created, the corresponding second function point example is provided for the user, and the user is intelligently guided, so that the difficulty of creating the application can be greatly reduced, the application creation speed is increased, and the application creation quality is improved.
Furthermore, the embodiment of the invention not only can intelligently recommend the functional points in the application, such as forms, processes, reports, services and the like, but also can intelligently recommend fields of the functional points, and also can intelligently recommend the cooperation relationship among the functional points, and can accurately match the required service fields, the required functions and the process configuration mode while realizing accurate matching of the service scene in each stage of application building, thereby better meeting the requirements of users and improving the use experience of the users when building the application.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (15)
1. An intelligent recommendation method for application creation is characterized by comprising the following steps:
responding to a request for creating an application by a user or a request for modifying an application template, matching the content related to the application to be created, which is input by the user, with a preset application recommendation library, and determining an application link, which is matched with a service scene of the application to be created, in the application recommendation library;
determining a first function point related to the current stage of the application to be created according to the current stage; selecting at least one second functional point which is matched with the currently related first functional point from the matched application link;
and recommending the corresponding instance of the at least one second functional point to the user.
2. The method of claim 1, wherein the application recommendation library comprises: at least one application link for each type of service scenario;
the application link comprises at least one second functional point;
field information contained in each second function point;
the logical relationship information among the second function points;
and the application link and the service attribute information corresponding to the second functional point.
3. The method of claim 2, wherein the application recommendation library is generated by:
extracting keywords of a service scene corresponding to a known application from at least one known application of various service scenes; using the key words of the service scene as service attribute information corresponding to the application link;
extracting service attribute information of each second functional point contained in the known application;
acquiring logic relationship information of each second function point contained in the known application;
extracting corresponding fields according to the content of each second function point;
and generating the application recommendation library according to the service attribute information corresponding to the application link, the service attribute information of each second function point, the logic relationship information of each second function point and the field.
4. The method of claim 3, wherein matching the content related to the application to be created, which is input by the user, with a preset application recommendation library to determine an application link in the application recommendation library, which is matched with the service scenario of the application to be created, comprises:
and matching the application name of the application to be created, which is input by the user, with the service attribute information of the application link in the application recommendation library, and determining the application link matched with the service scene of the application to be created.
5. A method according to claim 3, wherein selecting at least one second function point from said matching application links that is adapted to said currently involved first function point comprises:
according to the name of the first function point input by a user and/or the field name contained in the first function point, searching a second function point of which the service attribute information is matched with the name of the first function point and/or the contained field information is matched with the field name in the first function point in the application recommendation library;
the first function point and the second function point respectively comprise one or more of the following items: pages, forms, flow configurations, reports, and services.
6. The method of claim 5, wherein recommending the at least one second functional point corresponding instance to the user comprises:
recommending a template of an instance corresponding to the second function point to the user, and/or
And recommending each field contained in the corresponding instance of the second functional point to the user.
7. The method of claim 5, further comprising:
determining at least one second functional point corresponding to a subsequent stage associated with the stage where the second functional point is located in the matched application link;
and recommending at least one second function point corresponding to the subsequent stage to the user.
8. The method of claim 5, further comprising:
and recommending the cooperation relationship between more than two second function points to the user according to the application recommendation library.
9. A method for creating an application, comprising:
in response to a request of a user for creating an application or a request for modifying an application template, recommending an instance corresponding to at least one second function point matched with a first function point related to the current stage of the application to be created to the user;
and receiving an instance selected by a user from the instances corresponding to the at least one second functional point, and adding the instance to the application to be created.
10. An intelligent recommendation device for application creation, comprising:
the matching module is used for responding to a request of a user for creating an application or a request of modifying an application template, matching the content related to the application to be created and input by the user with a preset application recommendation library and determining an application link matched with a service scene of the application to be created in the application recommendation library;
the determining module is used for determining a first function point related to the stage according to the current stage of the application to be created;
a selection module, configured to select at least one second function point that is adapted to the currently related first function point from the application links that match the first function point;
and the recommending module is used for recommending the example corresponding to the at least one second functional point to the user.
11. An apparatus for creating an application, comprising:
the recommendation module is used for responding to a request of a user for creating an application or a request for modifying an application template, and recommending an instance corresponding to at least one second functional point matched with a first functional point related to the current stage of the application to be created to the user;
and the creating module is used for receiving the instance selected by the user from the instances corresponding to the at least one second functional point and adding the instance to the application to be created.
12. A server, comprising: memory, processor and computer program stored on the memory and executable on the processor, the processor implementing the intelligent recommendation method for application creation according to any one of claims 1 to 8 or implementing the creation method for an application according to claim 9 when executing the program.
13. An intelligent recommendation system for application creation comprising the server of claim 12 and at least one client;
the client is used for initiating a request for creating the application or a request for modifying the application template, and creating the application according to the instance corresponding to the at least one second function point recommended by the server.
14. A computer-readable storage medium, characterized in that the computer-readable storage medium stores a computer program, which when executed by a processor implements the intelligent recommendation method for application creation as claimed in any one of claims 1 to 8, or the creation method for an application as claimed in claim 9.
15. A computer program product, characterized in that the computer program product comprises a computer program which, when being executed by a processor, implements the intelligent recommendation method for application creation according to any one of claims 1-8, or implements the creation method for an application according to claim 9.
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| CN116737138A (en) * | 2023-06-26 | 2023-09-12 | 上海一谈网络科技有限公司 | Application generation method, device, computer equipment and storage medium |
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