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A data monitoring method, device and system

A data monitoring and execution system technology, applied in the field of data processing, can solve the problems of increasing deployment errors, abnormal data, and large amount of code deployment, and achieve the effect of reducing the amount of code deployment and the frequency of occurrence.

Active Publication Date: 2022-06-21
BEIJING GRIDSUM TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, usually a data analysis process requires the monitoring of multiple behavioral data, such as monitoring the click action of a shopping webpage. Different users may have clicked on the items in the webpage multiple times. Therefore, multiple APIs are required. deployment, resulting in a large amount of code deployment
In addition, as the number of deployed APIs increases, the probability of deployment errors will increase, resulting in abnormal data

Method used

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  • A data monitoring method, device and system
  • A data monitoring method, device and system
  • A data monitoring method, device and system

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Embodiment Construction

[0050] 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 the present disclosure will be more thoroughly understood, and will fully convey the scope of the present disclosure to those skilled in the art.

[0051] The embodiment of the present invention provides a data monitoring method, please refer to figure 1 , showing a schematic flowchart of the data monitoring method, which may include:

[0052] S11. Acquire an attribute identifier of an event to be monitored.

[0053]As described in the background art, based on certain requirements, it is necessary to monitor the behavior data triggered by the user, analyze a series of...

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Abstract

A data monitoring method, device, system and storage medium provided by the present invention, the data monitoring method is applied to the execution system, by obtaining the attribute identification of the event to be monitored, then creating a proxy class for the same attribute identification, and finally, based on the proxy class, replace the system class of the execution system with the proxy class. Among them, the agent class is used to monitor the events to be monitored, and the agent class includes the preset execution actions of the execution system, and the system class includes the default execution actions of the execution system. In this way, system classes can be automatically replaced for events to be monitored identified by the same attribute. For example, a web page needs to be monitored for multiple click events. This solution only needs to call a click event monitoring API to convert the system class executed by the client Change, directly and automatically configure the click event API, without manual coding, which greatly reduces the amount of code deployment, thereby reducing the frequency of data exceptions.

Description

technical field [0001] The present invention relates to the technical field of data processing, and in particular, to a data monitoring method, device and system. Background technique [0002] With the continuous development of science and technology, online search is becoming more and more common, and based on certain needs, it is necessary to monitor the behavior data triggered by users, analyze a series of data that conform to the user's behavior habits, and based on this, make corresponding product recommendations or Statistics, etc. [0003] At present, taking the Android system as an example, data collection is usually realized by developers deploying different APIs in the data collection module SDK according to different monitoring contents. For example, if a click event needs to be monitored, configure the click event. A click API, for example, when a page browsing event needs to be monitored, a page browsing API is configured for the page browsing event. [0004] ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/34
CPCG06F11/3438
Inventor 王安迪
Owner BEIJING GRIDSUM TECH CO LTD
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