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A method and device for normalizing elements of network data, an apparatus and a storage medium

A network data and normalization technology, applied in the field of big data, can solve the problems of reduced accuracy of normalized elements, randomness and unreliability of network data, and achieve the effect of improving accuracy

Active Publication Date: 2019-03-29
RUN TECH CO LTD BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the existing technology, due to the randomness and unreliability of network data, and the scheme of object extraction strategy is formulated through manual analysis from a single log, the accuracy of normalized elements after multiple expansions of the business system is greatly improved. reduce

Method used

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  • A method and device for normalizing elements of network data, an apparatus and a storage medium
  • A method and device for normalizing elements of network data, an apparatus and a storage medium
  • A method and device for normalizing elements of network data, an apparatus and a storage medium

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Embodiment 1

[0043] figure 1 It is a flow chart of a method for normalizing elements of network data provided by Embodiment 1 of the present invention. This embodiment is applicable to the case of normalizing elements of big data, and the method can be normalized by elements of network data This device can be composed of hardware and / or software, and can generally be integrated into a device with the function of normalizing elements of network data. The device can be an electronic device such as a server, a mobile terminal, or a server cluster. Such as figure 1 As shown, the method specifically includes the following steps:

[0044] Step 110, using the object-based extraction strategy to extract object relations from the original data set.

[0045] Wherein, the object-oriented extraction strategy may be a file written by using a script tool to write the object-oriented extraction template after manually annotating the sample data set to form an object-oriented extraction template. The o...

Embodiment 2

[0064] Figure 5 A schematic structural diagram of a device for normalizing elements of network data provided in Embodiment 2 of the present invention, as shown in Figure 5 As shown, the device includes: an object relationship extraction module 510 , an identical relationship acquisition module 520 , a weight value update module 530 and an element normalization result acquisition module 540 .

[0065] The object relationship extraction module 510 is used to extract the object relationship from the original data set by adopting the object-based extraction strategy;

[0066] The same relationship acquisition module 520 is used to analyze the object relationship according to the bridge association strategy and / or the weight setting strategy to obtain the same relationship, and the same relationship includes the weight value of the relationship between two objects;

[0067] A weight value updating module 530, configured to update the weight value of the relationship between two ...

Embodiment 3

[0089] Figure 6 It is a schematic structural diagram of a computer device provided by Embodiment 3 of the present invention. Figure 6 A block diagram of a computer device 612 suitable for implementing embodiments of the invention is shown. Figure 6 The computer device 612 shown is only an example, and should not impose any limitation on the functions and scope of use of the embodiments of the present invention. Device 612 is typically a computing device that undertakes the feature normalization function for network data.

[0090] Such as Figure 6 As shown, computer device 612 takes the form of a general-purpose computing device. Components of computer device 612 may include, but are not limited to: one or more processors 616, storage 628, bus 618 connecting various system components including storage 628 and processor 616.

[0091] Bus 618 represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accele...

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Abstract

The embodiment of the invention discloses a method and device for normalizing elements of network data, an apparatus and a storage medium. The method Includes the following steps: extracting the object relation from the original data set by using the objectification extraction strategy; Analyzing the object relationship according to a bridge association strategy and / or a weight setting strategy toobtain an identical relationship, wherein the identical relationship comprises a weight value of a relationship between two objects; Updating a weight value of a relationship between two objects in the same relationship according to a statistical weight calculation strategy; According to the same updated relationship, constructing the network and obtaining the normalized results of the elements.The method for normalizing elements of network data provided by the embodiment of the present invention updates the weight values of two object relationships through statistical weight calculation strategies after the same relationship is determined, and normalizes the elements by using the updated same relationship, thereby improving the accuracy of normalizing the elements.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of big data, and in particular to a method, device, device and storage medium for element normalization of network data. Background technique [0002] The original log data of network big data is converted and merged through the object-based extraction strategy to form object-to-object relationships. An important type of object relationship is the same relationship, and the same relationship is normalized by multiple expansion lines. [0003] In the existing technology, due to the randomness and unreliability of network data, and the scheme of object extraction strategy is formulated through manual analysis from a single log, the accuracy of the normalized elements of the business system after multiple line expansions is greatly improved. reduce. Contents of the invention [0004] Embodiments of the present invention provide a method, device, device, and storage medium for element no...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/28G06F16/25
Inventor 火一莽张志坤万月亮
Owner RUN TECH CO LTD BEIJING
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