CN117648229A

CN117648229A - Data monitoring method and device, storage medium and electronic device

Info

Publication number: CN117648229A
Application number: CN202311505868.2A
Authority: CN
Inventors: 赵丹霞; 陈长运; 尹德帅
Original assignee: Qingdao Haier Technology Co Ltd; Haier Smart Home Co Ltd; Haier Uplus Intelligent Technology Beijing Co Ltd
Current assignee: Qingdao Haier Technology Co Ltd; Haier Smart Home Co Ltd; Haier Uplus Intelligent Technology Beijing Co Ltd
Priority date: 2023-11-10
Filing date: 2023-11-10
Publication date: 2024-03-05

Abstract

The application discloses a data monitoring method, a device, a storage medium and an electronic device, and relates to the technical field of smart families, wherein the data monitoring method comprises the following steps: under the condition that binding with the demand object is completed, acquiring application data uploaded by the demand object, wherein the application data are used for indicating corresponding information determined by the demand object based on input reference information issued by a data platform; analyzing the application data to determine the type of the application to be monitored; under the condition that the event parameters are obtained, the event parameters and the application types are sent to the embedded point system so as to monitor the data of the required objects through the embedded point system.

Description

Data monitoring method and device, storage medium and electronic device

Technical Field

The application relates to the technical field of smart families, in particular to a data monitoring method, a data monitoring device, a storage medium and an electronic device.

Background

At present, with the popularization of more and more app activities and WeChat applet activities, an activity business party and an operator need to monitor data such as the access times of an activity front page, the clicking times of each button of the activity page, the exposure times of the page and the like, and the data needs to be acquired in a buried point mode. Because the data required by each business party is different, the buried point information form is required to be sent to a fixed responsible person in a mail mode, and the responsible person inputs information into the buried point system to monitor the data.

Therefore, aiming at the technical problems of low embedded point efficiency and complex flow in the related technology, no effective solution has been proposed yet.

Disclosure of Invention

The embodiment of the application provides a data monitoring method, a data monitoring device, a storage medium and an electronic device, which are used for at least solving the technical problems of low embedded point efficiency and complex flow in the related technology.

According to an embodiment of the present application, there is provided a data monitoring method including: under the condition that binding with a demand object is completed, acquiring application data uploaded by the demand object, wherein the application data are used for indicating corresponding information determined by the demand object based on input reference information issued by a data platform; analyzing the application data to determine the type of the application to be monitored; and under the condition that the event parameters are acquired, the event parameters and the application types are sent to a buried point system, so that the buried point system monitors the data of the required objects.

In an exemplary embodiment, before the event parameter and the application type are sent to the embedded point system in the case of acquiring the event parameter, the method further includes: transmitting a parameter template to the demand object; receiving parameter information filled in the parameter template by each demand object; comparing the parameter information with a standard parameter range corresponding to the parameter template, and determining a plurality of target parameter information which accords with the standard parameter range; and filling the plurality of target parameter information into a preset event template to generate event parameters.

In an exemplary embodiment, before the application data uploaded by the requirement object is acquired in the case of binding with the requirement object, the method further includes: determining authorization information corresponding to each demand object; entering basic information corresponding to each demand object in the data platform according to the authorization information, wherein the basic information comprises at least one of the following: the item identification information corresponding to each requirement object, the verification token for carrying out data interaction on each requirement object and the coding specification corresponding to each requirement object.

In an exemplary embodiment, the above method further comprises: under the condition that the entered basic information is updated, determining a target demand object for generating the information update; adding an attribute description to the target demand object, wherein the attribute description comprises at least one of the following: attribute names corresponding to the attribute contents, attribute identifiers corresponding to the attribute contents, types corresponding to the attribute contents, and descriptions corresponding to the attribute contents.

In an exemplary embodiment, in a case that an event parameter is acquired, the event parameter and the application type are sent to a buried point system, so that after the data monitoring is performed on the required object by the buried point system, the method further includes: under the condition that the buried point system is determined to be a set data buried point in the required object, determining first data corresponding to the data buried point acquired by the buried point system at a first time point and second data corresponding to the data buried point acquired by the buried point system at a second time point, wherein the interval between the first time point and the second time point is a preset duration; determining a data difference between the first data and the second data; and determining the data change of the demand object through the data difference.

In an exemplary embodiment, in a case that an event parameter is acquired, the event parameter and the application type are sent to a buried point system, so that after the data monitoring is performed on the required object by the buried point system, the method further includes: under the condition that the buried point system is determined to be a data buried point which is not arranged in the required object, sending indication information to the buried point system, wherein the indication information is used for indicating the buried point system to set a corresponding target data buried point according to the last received event parameter and the application type; receiving feedback information generated by the buried point system aiming at the indication information; and determining whether to send prompt information to a management object associated with the operation and maintenance requirement object according to the feedback information, wherein the prompt information is used for indicating that the requirement object cannot perform data embedding.

In an exemplary embodiment, determining whether to send a prompt message to a management object associated with the operation and maintenance requirement object according to the feedback information includes: under the condition that the feedback information carries information content indicating that the data embedded point is successfully set, determining that the embedded point process is normally executed, and not sending prompt information to a management object associated with the operation and maintenance requirement object; and under the condition that the feedback information carries information content indicating that the data embedded point is not successfully set, determining that the embedded point process is abnormal in execution, and sending prompt information to a management object associated with the operation and maintenance requirement object.

According to another embodiment of the present application, there is also provided a data monitoring apparatus including: the acquisition module is used for acquiring application data uploaded by the demand object under the condition that the demand object is bound with the demand object, wherein the application data are used for indicating corresponding information determined by the demand object based on the input reference information issued by the data platform; the determining module is used for analyzing the application data and determining the type of the application to be monitored; and the monitoring module is used for sending the event parameters and the application types to a buried point system under the condition that the event parameters are acquired so as to monitor the data of the required objects through the buried point system.

According to yet another aspect of the embodiments of the present application, there is also provided a computer readable storage medium having a computer program stored therein, wherein the computer program is configured to perform the above-described data monitoring method when run.

According to still another aspect of the embodiments of the present application, there is further provided an electronic device including a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein the processor executes the data monitoring method described above through the computer program.

In the embodiment of the application, under the condition that binding with a demand object is completed, application data uploaded by the demand object is acquired, wherein the application data are used for indicating corresponding information determined by the demand object based on input reference information issued by a data platform; analyzing the application data to determine the type of the application to be monitored; under the condition that the event parameters are obtained, the event parameters and the application types are sent to the embedded point system, so that the embedded point system monitors data of the required objects; by adopting the technical scheme, the technical problems of low embedded point efficiency and complex flow are solved, the information of the required objects can be collected through the data platform, then the corresponding embedded point requirements are sent to the embedded point system by the data platform in combination with the preset event templates in the data platform, under the condition that manual participation is not needed, the automation of the embedded point flow is realized, the preset event templates can be flexibly set according to the management requirements of the management objects related to the required objects, and the efficiency of maintaining the embedded point is greatly improved.

Drawings

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the application and together with the description, serve to explain the principles of the application.

In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are required to be used in the description of the embodiments or the prior art will be briefly described below, and it will be obvious to those skilled in the art that other drawings can be obtained from these drawings without inventive effort.

FIG. 1 is a schematic diagram of a hardware environment of a data monitoring method according to an embodiment of the present application;

FIG. 2 is a flow chart of a data monitoring method according to an embodiment of the present application;

FIG. 3 is a schematic diagram of a data platform according to an embodiment of the present application;

FIG. 4 is a block diagram of a data monitoring device according to an embodiment of the present application;

fig. 5 is a block diagram of another data monitoring device according to an embodiment of the present application.

Detailed Description

In order to make the present application solution better understood by those skilled in the art, the following description will be made in detail and with reference to the accompanying drawings in the embodiments of the present application, it is apparent that the described embodiments are only some embodiments of the present application, not all embodiments. All other embodiments, which can be made by one of ordinary skill in the art based on the embodiments herein without making any inventive effort, shall fall within the scope of the present application.

It should be noted that the terms "first," "second," and the like in the description and claims of the present application and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that embodiments of the present application described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.

According to one aspect of the embodiments of the present application, a data monitoring method is provided. The data monitoring method is widely applied to full-house intelligent digital control application scenes such as intelligent Home (Smart Home), intelligent Home equipment ecology, intelligent Home (Intelligence House) ecology and the like. Alternatively, in the present embodiment, the above-described data monitoring method may be applied to a hardware environment constituted by the terminal device 102 and the server 104 as shown in fig. 1. As shown in fig. 1, the server 104 is connected to the terminal device 102 through a network, and may be used to provide services (such as application services and the like) for a terminal or a client installed on the terminal, a database may be set on the server or independent of the server, for providing data storage services for the server 104, and cloud computing and/or edge computing services may be configured on the server or independent of the server, for providing data computing services for the server 104.

The network may include, but is not limited to, at least one of: wired network, wireless network. The wired network may include, but is not limited to, at least one of: a wide area network, a metropolitan area network, a local area network, and the wireless network may include, but is not limited to, at least one of: WIFI (Wireless Fidelity ), bluetooth. The terminal device 102 may not be limited to a PC, a mobile phone, a tablet computer, an intelligent air conditioner, an intelligent smoke machine, an intelligent refrigerator, an intelligent oven, an intelligent cooking range, an intelligent washing machine, an intelligent water heater, an intelligent washing device, an intelligent dish washer, an intelligent projection device, an intelligent television, an intelligent clothes hanger, an intelligent curtain, an intelligent video, an intelligent socket, an intelligent sound box, an intelligent fresh air device, an intelligent kitchen and toilet device, an intelligent bathroom device, an intelligent sweeping robot, an intelligent window cleaning robot, an intelligent mopping robot, an intelligent air purifying device, an intelligent steam box, an intelligent microwave oven, an intelligent kitchen appliance, an intelligent purifier, an intelligent water dispenser, an intelligent door lock, and the like.

In this embodiment, a data monitoring method is provided and applied to the terminal device or the server, and fig. 2 is a flowchart of the data monitoring method according to an embodiment of the present application, where the flowchart includes the following steps:

step S202, under the condition that binding with a demand object is completed, application data uploaded by the demand object is obtained, wherein the application data are used for indicating corresponding information determined by the demand object based on input reference information issued by a data platform;

it should be noted that, the above-mentioned requirement object may be understood as an application software that is tested or developed, and in a development process, the application software is accessed into the data platform through the fixed interface, so that the data platform may record information in the application software into the data platform for management under the condition that the management object of the application software is authorized, where the above-mentioned information may include: item ID corresponding to the application software, item UID corresponding to the application software, API-Token corresponding to the application software, item name corresponding to the application software, coding specification corresponding to the application software, and the like.

Step S204, analyzing the application data to determine the type of the application to be monitored;

it can be appreciated that, since the application data includes the basic information corresponding to the requirement object, the requirement object can be quickly located by analyzing and identifying the basic information.

Step S206, under the condition that the event parameters are obtained, the event parameters and the application types are sent to a buried point system, so that the buried point system monitors the data of the required objects.

Through the steps, under the condition that binding with the demand object is completed, application data uploaded by the demand object is obtained, wherein the application data are used for indicating corresponding information determined by the demand object based on the input reference information issued by the data platform; analyzing the application data to determine the type of the application to be monitored; under the condition that the event parameters are obtained, the event parameters and the application types are sent to the embedded point system, so that the embedded point system monitors data of the required objects; by adopting the technical scheme, the technical problems of low embedded point efficiency and complex flow are solved, the information of the required objects can be collected through the data platform, then the corresponding embedded point requirements are sent to the embedded point system by the data platform in combination with the preset event templates in the data platform, under the condition that manual participation is not needed, the automation of the embedded point flow is realized, the preset event templates can be flexibly set according to the management requirements of the management objects related to the required objects, and the efficiency of maintaining the embedded point is greatly improved.

It should be noted that, through the data management platform, the above-mentioned can realize that different management objects are to the self-entry of associated demand object and maintain buried point data, then be connected data platform and buried point system, the event parameter and the application type that will confirm by data platform in certain periodic content are sent to buried point system and are buried the execution of point operation, optionally, above-mentioned cycle can be 1 minute, 1 hour etc. and this cycle can be according to the frequency determination that the management object obtained data to the demand object, avoid too much redundancy of buried point operation when guaranteeing buried point efficiency.

In short, the event parameters in the data platform are determined according to the data acquisition requirement of the management object on the requirement object, when the event parameters are determined, a preset parameter template in the data platform can be sent to the requirement object to inform the requirement object of generating the type and the corresponding parameter range of the parameters of the event, after the requirement object finishes uploading the preset parameter template, in order to ensure the accuracy of the event parameters, the filled parameter information in the preset parameter template can be screened again, part of the parameter information which does not accord with the standard parameter range is deleted, a plurality of target parameter information which accords with the standard parameter range is filled into the preset event template, then the corresponding event parameters are generated, the event parameters are mainly used for determining the data acquisition state after embedding points, for example, embedding points in a device use interface in home appliance application, and after the event parameters are the starting time and the use period of each time of clicking device reporting by a user, the situation of each time of using the device can be recorded, and data support is provided for the user for the follow-up analysis of the behavior of the user and the intelligent home appliance.

It can be appreciated that, in order to avoid data leakage, when different requirement objects are connected to the data platform, the data platform needs to verify the authorization information of the requirement objects, so as to ensure the normal connection between the requirement objects and the data platform.

It can be understood that after the event parameters and the application types are sent to the embedded point system, the embedded point system automatically sets the corresponding data embedded point, and after the data embedded point is successfully set, the real-time change of the corresponding running state of the required object can be determined by combining the change condition of the data acquired by the corresponding data embedded point, namely, under the condition that the data at the data embedded point is greatly changed, the operation of executing the required object at the current data embedded point is changed.

It can be understood that under the condition that the data embedding point is abnormally set, prompt information can be sent to the demand object and the corresponding management object, so that the execution failure of the embedding point operation in the current demand object is indicated, the demand object is reminded to detect the data embedding point and the legitimacy of the embedding point operation is checked by the management object, so that the embedding point operation is timely known when being abnormally set, the influence of one data embedding point abnormality on other data embedding points is avoided, and the independence among a plurality of data embedding points in the demand object is ensured.

As an optional real-time manner, the above-mentioned buried point procedure may be further performed by: receiving service data uploaded by a plurality of binding objects, and identifying identification information contained in the service data; classifying the service data by using preset service types to determine data acquisition content corresponding to each service type according to classification processing results; identifying data attributes in the data acquisition content to obtain event parameters added by a plurality of binding objects in a preset event template; and sending the event parameters to a buried point system to add data buried points in a plurality of binding objects, wherein the data buried points are used for monitoring the change of service data in the binding objects according to a preset period.

In order to better understand the process of the data monitoring method, the following description is provided with reference to an optional embodiment to describe the flow of the implementation method of the data monitoring, but the implementation method is not limited to the technical solution of the embodiment of the present application.

In this embodiment, a data monitoring method is provided, and fig. 3 is a schematic structural diagram of a data platform according to an embodiment of the present application, where the data platform may include the following modules: the project management module 32, the event management module 34, and the attribute management module 36, where the project management module 32 is mainly configured to obtain information of a project ID, a project UID, an API Token, a project name, a coding specification, etc. in a project management entry project (corresponding to a requirement object in the above embodiment) according to respective requirements of each operator (corresponding to a management object in the above embodiment), and commonly used projects include: smart home APP, smart home WeChat applet, three-winged bird, etc. The event management module 34 is configured to download the events, upload the information in batch or newly build the events individually, and select to enter the event name, the associated attribute, the acquisition opportunity (click report, page report, exposure report, user-defined), the text description, and the like under a certain item. The attribute management module 36 is configured to select an attribute that is newly added under a certain item, including an attribute name, an attribute identifier, a type, a description, and the like.

As an optional implementation manner, after the data platform completes information collection of the access item, the corresponding information such as the item name, the event identifier, the attribute and the like can be synchronized into the embedded point system with the association relationship with the data platform, and the embedded point system is instructed to execute the corresponding embedded point operation, so that the embedded point data corresponding to the data embedded point is obtained after the embedded point is completed.

It should be noted that, by constructing a full-flow data platform including project management, event management and attribute management, when corresponding data is acquired through a buried point, different industry operators can automatically build events or upload events in batches or associated attributes under corresponding projects as required, so that repeated operations are reduced, efficiency is greatly improved, and each operator can conveniently and automatically maintain the data. Further, the data platform is associated with the embedded point system, after each operator maintains the embedded point event by himself, the embedded point system is used for executing corresponding embedded point operation, time consumption and labor cost are reduced, and information is convenient to maintain by himself.

Through the above-mentioned optional implementation manner, through developing a set of data management whole flow's mode, with the common demand of different operators' integration different activities, possess more perfect business system, very big reduction repetitive work and time waste, realized the ability of operator's quick configuration and monitoring data, promoted the ability of industry operator's self-maintenance data.

From the description of the above embodiments, it will be clear to a person skilled in the art that the method according to the above embodiments may be implemented by means of software plus the necessary general hardware platform, but of course also by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk), comprising several instructions for causing a terminal device (which may be a mobile phone, a computer, a server, or a network device, etc.) to perform the method of the embodiments of the present application.

FIG. 4 is a block diagram of a data monitoring device according to an embodiment of the present application; as shown in fig. 4, includes:

the acquiring module 42 is configured to acquire application data uploaded by a demand object when binding with the demand object is completed, where the application data is used to indicate corresponding information determined by the demand object based on input reference information issued by a data platform;

the determining module 44 is configured to parse the application data to determine an application type to be monitored;

and the monitoring module 46 is configured to send the event parameter and the application type to a buried point system when the event parameter is acquired, so as to monitor the data of the required object through the buried point system.

Through the device, under the condition that binding with the demand object is completed, application data uploaded by the demand object is obtained, wherein the application data are used for indicating corresponding information determined by the demand object based on the input reference information issued by the data platform; analyzing the application data to determine the type of the application to be monitored; under the condition that the event parameters are obtained, the event parameters and the application types are sent to the embedded point system, so that the embedded point system monitors data of the required objects; by adopting the technical scheme, the technical problems of low embedded point efficiency and complex flow are solved, the information of the required objects can be collected through the data platform, then the corresponding embedded point requirements are sent to the embedded point system by the data platform in combination with the preset event templates in the data platform, under the condition that manual participation is not needed, the automation of the embedded point flow is realized, the preset event templates can be flexibly set according to the management requirements of the management objects related to the required objects, and the efficiency of maintaining the embedded point is greatly improved.

FIG. 5 is a block diagram of another data monitoring device according to an embodiment of the present application, as an alternative implementation; as shown in fig. 5, not only all the modules in fig. 4 are included, but also:

in an exemplary embodiment, the above apparatus further includes: the parameter module 50 is configured to transmit a parameter template to the required object before the event parameter and the application type are sent to the embedded point system when the event parameter is acquired; receiving parameter information filled in the parameter template by each demand object; comparing the parameter information with a standard parameter range corresponding to the parameter template, and determining a plurality of target parameter information which accords with the standard parameter range; and filling the plurality of target parameter information into a preset event template to generate event parameters.

In an exemplary embodiment, the above apparatus further includes: the input module 52 is configured to determine authorization information corresponding to each demand object before acquiring application data uploaded by the demand object when binding with the demand object is completed; entering basic information corresponding to each demand object in the data platform according to the authorization information, wherein the basic information comprises at least one of the following: the item identification information corresponding to each requirement object, the verification token for carrying out data interaction on each requirement object and the coding specification corresponding to each requirement object.

In one exemplary embodiment, the logging module 52 further includes: the updating unit is used for determining a target demand object for generating the information update under the condition that the entered basic information is subjected to the information update; adding an attribute description to the target demand object, wherein the attribute description comprises at least one of the following: attribute names corresponding to the attribute contents, attribute identifiers corresponding to the attribute contents, types corresponding to the attribute contents, and descriptions corresponding to the attribute contents.

In an exemplary embodiment, the above apparatus further includes: the difference module 54 is configured to, when an event parameter is acquired, send the event parameter and the application type to a buried point system, so that after the buried point system monitors data of the required object, determine, when it is determined that a data buried point has been set in the required object by the buried point system, first data corresponding to the data buried point acquired by the buried point system at a first time point, and second data corresponding to the data buried point acquired by the buried point system at a second time point, where an interval between the first time point and the second time point is a preset duration; determining a data difference between the first data and the second data; and determining the data change of the demand object through the data difference.

In an exemplary embodiment, the above apparatus further includes: the prompting module 56 is configured to send, when an event parameter is obtained, the event parameter and the application type to a buried point system, so that after the buried point system monitors data of the required object, send, when it is determined that the buried point system is not configured with a data buried point in the required object, indication information to the buried point system, where the indication information is used to indicate that the buried point system sets a corresponding target data buried point according to a last received event parameter and an application type; receiving feedback information generated by the buried point system aiming at the indication information; and determining whether to send prompt information to a management object associated with the operation and maintenance requirement object according to the feedback information, wherein the prompt information is used for indicating that the requirement object cannot perform data embedding.

In an exemplary embodiment, the prompting module 56 is further configured to determine that the embedded point process is executed normally and not send a prompting message to the management object associated with the operation and maintenance requirement object when the feedback message carries information content indicating that the data embedded point is set successfully; and under the condition that the feedback information carries information content indicating that the data embedded point is not successfully set, determining that the embedded point process is abnormal in execution, and sending prompt information to a management object associated with the operation and maintenance requirement object.

Embodiments of the present application also provide a storage medium including a stored program, wherein the program performs the method of any one of the above when run.

Alternatively, in the present embodiment, the above-described storage medium may be configured to store program code for performing the steps of:

s1, under the condition that binding with a demand object is completed, acquiring application data uploaded by the demand object, wherein the application data are used for indicating corresponding information determined by the demand object based on input reference information issued by a data platform;

s2, analyzing the application data, and determining the type of the application to be monitored;

and S3, under the condition that the event parameters are acquired, the event parameters and the application types are sent to a buried point system, so that the buried point system monitors the data of the required objects.

Embodiments of the present application also provide an electronic device comprising a memory having a computer program stored therein and a processor arranged to run the computer program to perform the steps of any of the method embodiments described above.

Optionally, the electronic apparatus may further include a transmission device and an input/output device, where the transmission device is connected to the processor, and the input/output device is connected to the processor.

Alternatively, in the present embodiment, the above-described processor may be configured to execute the following steps by a computer program:

Alternatively, in the present embodiment, the storage medium may include, but is not limited to: a U-disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a removable hard disk, a magnetic disk, or an optical disk, or other various media capable of storing program codes.

Alternatively, specific examples in this embodiment may refer to examples described in the foregoing embodiments and optional implementations, and this embodiment is not described herein.

It will be appreciated by those skilled in the art that the modules or steps of the application described above may be implemented in a general purpose computing device, they may be centralized on a single computing device, or distributed across a network of computing devices, or they may alternatively be implemented in program code executable by computing devices, such that they may be stored in a memory device for execution by the computing devices and, in some cases, the steps shown or described may be performed in a different order than what is shown or described, or they may be implemented as individual integrated circuit modules, or as individual integrated circuit modules. Thus, the present application is not limited to any specific combination of hardware and software.

The foregoing is merely a preferred embodiment of the present application and it should be noted that modifications and adaptations to those skilled in the art may be made without departing from the principles of the present application and are intended to be comprehended within the scope of the present application.

Claims

1. A method of data monitoring, comprising:

under the condition that binding with a demand object is completed, acquiring application data uploaded by the demand object, wherein the application data are used for indicating corresponding information determined by the demand object based on input reference information issued by a data platform;

analyzing the application data to determine the type of the application to be monitored;

and under the condition that the event parameters are acquired, the event parameters and the application types are sent to a buried point system, so that the buried point system monitors the data of the required objects.

2. The data monitoring method according to claim 1, wherein in case an event parameter is acquired, before sending the event parameter, the application type to a buried point system, the method further comprises: transmitting a parameter template to the demand object;

receiving parameter information filled in the parameter template by each demand object;

comparing the parameter information with a standard parameter range corresponding to the parameter template, and determining a plurality of target parameter information which accords with the standard parameter range;

and filling the plurality of target parameter information into a preset event template to generate event parameters.

3. The method for monitoring data according to claim 1, wherein, in case of binding with a demand object, before acquiring application data uploaded by the demand object, the method further comprises:

determining authorization information corresponding to each demand object;

entering basic information corresponding to each demand object in the data platform according to the authorization information, wherein the basic information comprises at least one of the following: the item identification information corresponding to each requirement object, the verification token for carrying out data interaction on each requirement object and the coding specification corresponding to each requirement object.

4. A data monitoring method according to claim 3, wherein the method further comprises:

under the condition that the entered basic information is updated, determining a target demand object for generating the information update;

adding an attribute description to the target demand object, wherein the attribute description comprises at least one of the following: attribute names corresponding to the attribute contents, attribute identifiers corresponding to the attribute contents, types corresponding to the attribute contents, and descriptions corresponding to the attribute contents.

5. The data monitoring method according to claim 1, wherein in case that an event parameter is acquired, the event parameter and the application type are transmitted to a buried point system, so that the data of the required object is monitored by the buried point system, the method further comprises:

under the condition that the buried point system is determined to be a set data buried point in the required object, determining first data corresponding to the data buried point acquired by the buried point system at a first time point and second data corresponding to the data buried point acquired by the buried point system at a second time point, wherein the interval between the first time point and the second time point is a preset duration;

determining a data difference between the first data and the second data;

and determining the data change of the demand object through the data difference.

6. The data monitoring method according to claim 1, wherein in case that an event parameter is acquired, the event parameter and the application type are transmitted to a buried point system, so that the data of the required object is monitored by the buried point system, the method further comprises:

under the condition that the buried point system is determined to be a data buried point which is not arranged in the required object, sending indication information to the buried point system, wherein the indication information is used for indicating the buried point system to set a corresponding target data buried point according to the last received event parameter and the application type;

receiving feedback information generated by the buried point system aiming at the indication information;

and determining whether to send prompt information to a management object associated with the operation and maintenance requirement object according to the feedback information, wherein the prompt information is used for indicating that the requirement object cannot perform data embedding.

7. The method of claim 6, wherein determining whether to send a hint message to a management object associated with the operation and maintenance requirement object based on the feedback information comprises:

under the condition that the feedback information carries information content indicating that the data embedded point is successfully set, determining that the embedded point process is normally executed, and not sending prompt information to a management object associated with the operation and maintenance requirement object;

and under the condition that the feedback information carries information content indicating that the data embedded point is not successfully set, determining that the embedded point process is abnormal in execution, and sending prompt information to a management object associated with the operation and maintenance requirement object.

8. A data monitoring device, comprising:

the acquisition module is used for acquiring application data uploaded by the demand object under the condition that the demand object is bound with the demand object, wherein the application data are used for indicating corresponding information determined by the demand object based on the input reference information issued by the data platform;

the determining module is used for analyzing the application data and determining the type of the application to be monitored;

and the monitoring module is used for sending the event parameters and the application types to a buried point system under the condition that the event parameters are acquired so as to monitor the data of the required objects through the buried point system.

9. A computer readable storage medium, characterized in that the computer readable storage medium comprises a stored program, wherein the program when run performs the method of any of the preceding claims 1 to 7.

10. An electronic device comprising a memory and a processor, characterized in that the memory has stored therein a computer program, the processor being arranged to execute the method according to any of the claims 1 to 7 by means of the computer program.