CN110333997B

CN110333997B - Method and device for fusing equipment use information

Info

Publication number: CN110333997B
Application number: CN201910635695.3A
Authority: CN
Inventors: 徐志超
Original assignee: Miaozhen Information Technology Co Ltd
Current assignee: Miaozhen Information Technology Co Ltd
Priority date: 2019-07-15
Filing date: 2019-07-15
Publication date: 2023-11-10
Anticipated expiration: 2039-07-15
Also published as: CN110333997A

Abstract

The application provides a method and a device for fusing equipment use information, wherein the method comprises the following steps: acquiring at least one device usage information using different means; determining equipment identification information corresponding to the equipment use information based on preset equipment identification information determining rules and equipment basic information included in the equipment use information; and acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information. The method fuses the at least one piece of equipment use information obtained by using different modes, only analyzes the fused equipment use information, and does not need to analyze the at least one piece of equipment use information obtained by using different modes, so that the analysis process is simple, the analysis time is short, the analysis efficiency is high, and the time cost is low.

Description

Method and device for fusing equipment use information

Technical Field

The application relates to the technical field of Internet, in particular to a method and a device for fusing equipment use information.

Background

At present, devices such as mobile phones and flat plates play an important role in daily work and life, and users can meet the demands of daily work and life of the users by installing work software or favorite software on the devices, so that the users can effectively reflect the user demand information such as interests and hobbies of the users by installing the software in the devices or using the device usage information formed by the software installed in the devices. Therefore, by analyzing the equipment use information, the requirement information such as interests and hobbies of the user can be obtained effectively, and software related to the requirement information is pushed to the user based on the requirement information of the user. For example, in order to avoid missing the acquired information, after acquiring the software information installed in the mobile phone in different ways, analyzing each acquired software information, if the analysis results in that the mobile phone is installed with game software, determining the user corresponding to the mobile phone as a game user, and further obtaining the hobbies of the user as a game, so that new game information can be pushed to the user at regular or irregular time.

In the prior art, equipment use information in a preset time period is acquired in different manners, for example, the equipment use information is acquired through a software development kit (Software Development Kit, SDK) installed on the equipment, or equipment use information is acquired through a developer of the equipment, and the acquired equipment use information in different manners is different, so that the acquired equipment use information in different manners needs to be analyzed one by one to acquire requirement information of a user, and then information pushing is performed according to the acquired requirement information. However, the equipment use information obtained by one-to-one different modes is analyzed, the analysis time is long, the analysis process is complicated, the analysis efficiency is low, and the time cost is high.

Disclosure of Invention

Therefore, the present application aims to provide a method and a device for fusing information of equipment use, so as to improve analysis efficiency and reduce analysis time cost.

In a first aspect, an embodiment of the present application provides a method for fusing usage information of a device, where the method includes:

acquiring at least one device usage information using different means;

determining equipment identification information corresponding to the equipment use information based on preset equipment identification information determining rules and equipment basic information included in the equipment use information;

and acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information.

In some embodiments of the application, after the at least one device usage information is obtained using the different means, the method further comprises:

and processing the equipment use information according to the preset type information to obtain the processed equipment use information.

In some embodiments of the application, the device base information includes: the international mobile equipment identification code IMEI, the advertisement identifier IDFA, the medium access control MAC address, and the Android ID, where determining, based on a preset equipment identification information determining rule and equipment basic information included in the equipment usage information, equipment identification information corresponding to the equipment usage information includes: detecting whether the IMEI in the equipment basic information included in the equipment use information is empty or not;

If not, determining the IMEI as the equipment identification information corresponding to the equipment use information;

if yes, detecting whether IDFA in the basic information of the equipment included in the equipment use information is empty or not;

if not, determining the IDFA as the equipment identification information corresponding to the equipment use information;

if yes, detecting whether the MAC address in the basic equipment information included in the equipment use information is empty;

if not, determining the MAC address as the equipment identification information corresponding to the equipment use information;

if yes, detecting whether an Android ID in the equipment basic information included in the equipment use information is empty or not;

if not, determining the Android ID as the equipment identification information corresponding to the equipment use information; if yes, deleting the equipment use information.

In some embodiments of the application, the software information includes: software name, package name; the step of obtaining a plurality of pieces of equipment to be fused use information with the same equipment identification information from the determined equipment use information corresponding to the equipment identification information, and fusing the obtained pieces of equipment to be fused use information, includes:

Determining identification information corresponding to the software information according to the software information in the use information of the equipment to be fused;

if the identification information corresponding to the determined software information is a package name, fusing a plurality of pieces of equipment use information to be fused based on the package name of the software information;

or if the determined identification information corresponding to the software information is a software name, fusing the use information of the plurality of devices to be fused based on the software name of the software information.

In some embodiments of the present application, if the determined identification information corresponding to the software information is a package name, fusing a plurality of device usage information to be fused based on the package name of the software information, including:

when the software names in all the software information are empty, fusing the use information of a plurality of devices to be fused based on the package names of the software information, wherein the method comprises the following steps:

combining the equipment use information to be fused containing the same package name, wherein the corresponding software name is empty in the combined equipment use information;

or when the software name in any piece of software information is not empty, fusing the use information of a plurality of devices to be fused based on the package name of the piece of software information, wherein the method comprises the following steps:

And merging the equipment use information to be merged containing the same package name, wherein the corresponding software name in the merged equipment use information is the software name with the largest occurrence number.

In some embodiments of the application, the software information further comprises: version number, software attribute, and timestamp, the method further comprising:

in the fused equipment use information, the corresponding version number is the highest version number, the corresponding timestamp is the largest timestamp, and the corresponding software attribute is the software attribute corresponding to the software attribute value with the largest occurrence number.

In a second aspect, an embodiment of the present application further provides an apparatus for fusing usage information of a device, where the apparatus includes:

the acquisition module is used for acquiring at least one piece of equipment use information in different modes;

the device identification information determining module is used for determining device identification information corresponding to the device use information based on preset device identification information determining rules and device basic information included in the device use information;

and the fusion module is used for acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information.

In some embodiments of the application, the apparatus further comprises:

and the processing module is used for processing the equipment use information according to the preset type information respectively to obtain the processed equipment use information.

In a third aspect, an embodiment of the present application further provides an electronic device, including: a processor, a memory and a bus, the memory storing machine-readable instructions executable by the processor, the processor and the memory communicating over the bus when the electronic device is running, the machine-readable instructions when executed by the processor performing the steps of the method of fusing device usage information of the first aspect described above, or any one of the possible implementations of the first aspect.

In a fourth aspect, embodiments of the present application further provide a computer readable storage medium having stored thereon a computer program which, when executed by a processor, performs the steps of the method of fusing device usage information described in the first aspect, or any of the possible implementations of the first aspect.

The embodiment of the application provides a method and a device for fusing equipment use information, wherein the method for fusing the equipment use information comprises the following steps: acquiring at least one device usage information using different means; determining equipment identification information corresponding to the equipment use information based on preset equipment identification information determining rules and equipment basic information included in the equipment use information; and acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information. The method fuses the at least one piece of equipment use information obtained by using different modes, only analyzes the fused equipment use information, and does not need to analyze the at least one piece of equipment use information obtained by using different modes, so that the analysis process is simple, the analysis time is short, the analysis efficiency is high, and the time cost is low.

In order to make the above objects, features and advantages of the present application more comprehensible, preferred embodiments accompanied with figures are described in detail below.

Drawings

In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are needed in the embodiments will be briefly described below, it being understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and other related drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

Fig. 1 is a flowchart of a method for fusing usage information of a device according to an embodiment of the present application;

FIG. 2 is a flowchart of another method for fusing device usage information according to an embodiment of the present application;

fig. 3 is a schematic structural diagram of an apparatus for fusing usage information of a device according to an embodiment of the present application;

fig. 4 shows a schematic structural diagram of an electronic device according to an embodiment of the present application.

Icon: 301-an acquisition module; 302-a device identification information determination module; 303-a fusion module; 400-an electronic device; 401-a processor; 402-memory; 403-bus; 4021-a memory; 4022-external memory.

Detailed Description

For the purpose of making the objects, technical solutions and advantages of the embodiments of the present application more apparent, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application, and it is apparent that the described embodiments are only some embodiments of the present application, not all embodiments. The components of the embodiments of the present application generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the application, as presented in the figures, is not intended to limit the scope of the application, as claimed, but is merely representative of selected embodiments of the application. All other embodiments, which can be made by a person skilled in the art without making any inventive effort, are intended to be within the scope of the present application.

In consideration of the prior art, equipment use information in a preset time period is acquired in different manners, for example, the equipment use information is acquired through an SDK installed on the equipment, or equipment use information is acquired through a developer of the equipment, and the acquired equipment use information in different manners has a difference, so that the acquired equipment use information in different manners needs to be analyzed one by one to acquire requirement information of a user, and then information pushing is performed according to the acquired requirement information. However, the equipment use information obtained by one-to-one different modes is analyzed, the analysis time is long, the analysis process is complicated, the analysis efficiency is low, and the time cost is high. Based on this, the embodiment of the application provides a method and a device for fusing equipment use information, and the following description is made by the embodiment.

For the convenience of understanding the present embodiment, a method for fusing information about use of a device disclosed in the present embodiment will be described in detail.

Example 1

The embodiment of the application provides a method for fusing equipment use information, referring to a flow chart of the method for fusing equipment use information shown in fig. 1, the method comprises S101-S103, and the specific process is as follows:

s101, acquiring at least one piece of equipment use information in different modes.

The device in the embodiment of the application comprises a mobile phone, a tablet and the like. When the equipment use information is acquired in different modes, the equipment use information can be acquired through an SDK installed on the equipment, the equipment use information can also be acquired through an equipment developer, and the equipment use information can also be directly acquired through an equipment holder.

The device usage information includes: software information and device basic information. Wherein the software information is installed software information or running software information. As an alternative embodiment, the software information includes: software name, or/and package name, further including one or more of the following information: version number, software attribute, timestamp, the software attribute is used to identify whether the software is preset or non-preset software, and by way of example, the software attribute may be represented by 0 and 1, e.g., 1 for preset software and 0 for non-preset software.

For example, pieces of software information may be expressed as:

[{"version":"8.0.0.300","package":"com.huawei.hifolder","type":"1"},{"version":"7.0-2996264","package":"com.android.cts.priv.ctsshim","type":"1"},{"version":"7.0300.02","package":"com.moji.mjweather","type":"0"}]。

wherein, { "version": "8.0.0.300", "package": "com.huawei.hifelder", "type": "1" is a piece of software information, package is a package name identifier, com.huawei.hifelder is a package name, version is version, 8.0.0.300 is a specific version number, type is a software attribute, and 1 indicates that the software is preset software.

The device basic information is used to indicate the source of device usage information, including one or more of the following: international mobile equipment identification (International Mobile Equipment Identity, IMEI), media access control (Media Access Control, MAC) address, android identification number (Android Identity document, android id), advertisement identifier (Identifier For Advertising, IDFA), etc. The IMEI is a serial number of the equipment, and the IMEI corresponding to each equipment is unique; the MAC address is a hardware identifier of the device, determined by the manufacturer of the device; the android ID is randomly generated by a system installed on the equipment when the equipment is started for the first time, and does not change when the equipment is started again, but is randomly generated again by the updated system or the reloaded system when the equipment upgrades the system or reloads the system, and changes; the IDFAs are unique advertisement identifiers of devices for installing the iOS system, and the IDFAs corresponding to different devices are different.

As an alternative embodiment, after the at least one device usage information is obtained using different means, the method further comprises:

Exemplary, the processing procedure is to determine whether the device usage information includes preset type information; if the preset type information is not included, setting the preset type information to be empty, and adding the preset type information set to be empty into the equipment use information; if the information is included, marking the preset type information, deleting other information except the preset type information from the equipment use information, and obtaining the processed equipment use information.

Exemplary, the preset type information includes: software information, IMEI, MAC address, androidID, IDFA, timestamp. And processing each piece of equipment use information in the at least one piece of equipment use information obtained in different modes according to the method respectively to obtain the processed at least one piece of equipment use information.

Exemplary descriptions, if the preset type information includes: version, package name, software attribute, software name, IMEI, MAC address, androidID, IDFA, timestamp. The device usage information before processing is assumed to be:

[ { "version": "8.0.0.300", "package": "com.huawei.hifelder", "type": "1" }, { "version": "7.0300.02", "package": "com.moji.mjweather", "type": "0" }, IMEI:1a1b1c, mac address: 1A1B1C2D, data state: testing, time stamp: 1516243806.

the processed device usage information is:

[ { "version": "8.0.0.300", "package": "com.huawei.hifelder", "type": "1", software name: null }, { "version": "7.0300.02", "package": "com.moji.mjweather", "type": "0", software name: null }), IMEI:1a1b1c, mac address: 1A1B1C2D, android: empty, IDFA: empty, timestamp: 1516243806.

s102, determining equipment identification information corresponding to the equipment use information based on preset equipment identification information determination rules and equipment basic information included in the equipment use information.

In the embodiment of the application, because the same equipment may have different identification information, for example, for a mobile phone, the identification can be respectively carried out by using the mobile phone number, the IMEI or the Android ID, therefore, the equipment identification information determining rule is preset to determine which identification is used as the equipment identification information by the equipment, thereby being convenient for fusing the equipment use information subsequently.

In the embodiment of the application, the equipment identification information determining rule is the equipment identification information priority rule, and by setting the equipment identification information priority rule, the equipment identification information can be used for characterizing the equipment use information. If the device identification information corresponding to the different device use information is the same, the different device use information is obtained based on the same device. As an alternative embodiment, the device identification information determining rule includes: the IMEI has the greatest priority, the IDFA has the greatest priority, the MAC address has the greatest priority, and the Android ID has the smallest priority.

In the embodiment of the application, the IMEI is the serial number of the equipment, each equipment corresponds to one IMEI, but the IMEI is unavailable, namely the IMEI in the basic information of the equipment is empty; the IDFA is used as equipment identification information, the IDFAs are equipment identification information of an iOS system, the IDFAs corresponding to different equipment are different, the IDFAs are used as the equipment identification information, if the IDFAs of the equipment cannot be acquired or do not exist, namely, the IDFAs in the equipment basic information are empty, the MAC address in the equipment basic information is used as the equipment identification information, and if the MAC address in the equipment basic information is empty, the Android ID of the equipment is used as the equipment identification information. In this way, the equipment identification information corresponding to the equipment use information is determined through the equipment identification information determination rule, whether the equipment corresponding to the different equipment use information is the same or not can be judged based on the equipment identification information, and whether the users corresponding to the different equipment use information are the same or not can be judged because the equipment is associated with the users. And meanwhile, a plurality of pieces of equipment use information with the same equipment identification information are fused, namely different pieces of equipment use information of the same equipment acquired in different modes are fused, then the fused equipment use information is analyzed, at least one piece of equipment use information acquired in different modes is not required to be analyzed one by one, and the analysis efficiency is improved. Further, fusion of equipment use information of other equipment and equipment use information of the equipment is avoided, and accuracy of analysis based on the fused equipment use information is improved.

Illustratively, the device identification information determination rule includes: the method for determining equipment identification information corresponding to the equipment use information includes the steps of determining rules and equipment basic information included in the equipment use information based on preset equipment identification information if the priority of IMEI is maximum, the priority of IDFA is secondary, the priority of MAC address is secondary and the priority of Android ID is minimum, and the method comprises the following steps:

detecting whether the IMEI in the equipment basic information included in the equipment use information is empty or not;

if not, determining the IMEI as equipment identification information corresponding to the equipment use information;

if not, determining the IDFA as equipment identification information corresponding to the equipment use information;

if not, determining the MAC address as equipment identification information corresponding to the equipment use information;

if yes, detecting whether an Android ID in the equipment basic information included in the equipment use information is empty;

if not, determining the Android ID as equipment identification information corresponding to the equipment use information;

If yes, deleting the equipment use information.

In the embodiment of the application, if the Android ID in the information of the equipment use information is empty, the equipment use information is deleted, and fusion processing is not carried out on the equipment use information and other equipment use information.

S103, acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information.

In the embodiment of the application, the equipment using information with the same equipment identification information is fused, and the equipment identification information comprises the following components: the device identification information names and the device identification information values are the same. For example, if the device identification information of the device usage information X is: IMEI:1A2B3C, wherein IMEI is a device identification information name, 1A2B3C is a device identification information value, and device identification information of device usage information Y is: IMEI:1A2B3C, because the names of the equipment identification information of the equipment use information X and the equipment use information Y are IMEI, and the values of the equipment identification information of the equipment use information X and the equipment use information Y are 1A2B3C, the equipment use information X and the equipment identification information of the equipment use information Y are the same, and fusion can be carried out.

The method for fusing the equipment use information provided by the embodiment of the application comprises the following steps: acquiring at least one device usage information using different means; determining equipment identification information corresponding to the equipment use information based on preset equipment identification information determining rules and equipment basic information included in the equipment use information; and acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information. The method fuses the at least one piece of equipment use information obtained by using different modes, only analyzes the fused equipment use information, and does not need to analyze the at least one piece of equipment use information obtained by using different modes, so that the analysis process is simple, the analysis time is short, the analysis efficiency is high, and the time cost is low.

As an alternative embodiment, the software information includes: software name, package name; acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, fusing the acquired pieces of equipment to be fused use information, and comprising the following steps:

Firstly, determining identification information corresponding to software information according to the software information in the use information of the equipment to be fused.

In the embodiment of the application, if the package name in the software information is not empty, the package name is the identification information corresponding to the piece of software information, and if the package name in the software information is empty, the software name is the identification information corresponding to the piece of software information. The software name is the name of the software, the package name is the name corresponding to the software information generated after the software is installed, the software name of one piece of software is changed, but the package name corresponding to the software is not changed, for example, the software name of the panning may be panning, panning 618, panning double 11, and the like, and the corresponding package name is either panning or panning 618: "com.taobao.taobao".

And secondly, if the identification information corresponding to the determined software information is a package name, fusing the use information of the plurality of devices to be fused based on the package name of the software information.

In the embodiment of the application, when the identification information corresponding to the software information is a packet name, the following two conditions exist: 1. the software name in the software information is null; 2. the software name in the software information is not null.

As an optional embodiment, if the determined identification information corresponding to the software information is a package name, fusing the usage information of the multiple devices to be fused based on the package name of the software information, including:

and merging the equipment use information to be merged containing the same package name, wherein the corresponding software name is null in the merged equipment use information.

In the embodiment of the application, the software information contained in the equipment use information with the same equipment identification information in at least one piece of equipment use information is fused, namely, the software information contained in the equipment use information to be fused is fused. For example, if the equipment identification information of the equipment usage information a, the equipment usage information B, and the equipment usage information C are IMEI:1A1B1C, the equipment use information A, the equipment use information B and the equipment identification information of the equipment use information C are considered to be the same, and fusion can be carried out to obtain fused equipment use information. For example, the specific contents of the device usage information a, the device usage information B, and the device usage information C are as follows:

if the pieces of software information in the device usage information a are [ { packet name: com.mm.cn, software name: empty; packet name: com.6kk.ok, software name: empty; packet name: com.mn.cn, software name: empty; -j ];

The pieces of software information in the device usage information B are [ { packet name: com.mm.cn, software name: empty; packet name: com.6kk.ok, software name: empty; packet name: com.nn.cn, software name: empty; -j ];

the pieces of software information in the device usage information C are [ { package name: com.mn.cn, software name: empty; packet name: com.6kk.ok, software name: empty; packet name: com.nn.cn, software name: empty; -j ];

the software information of the device use information obtained by fusing the device use information A, the device use information B and the device use information C based on the packet name is as follows:

[ { packet name: com.mm.cn, software name: empty; packet name: com.6kk.ok, software name: empty; packet name: com.mn.cn, software name: empty; packet name: com.nn.cn, software name: empty; }].

As an optional embodiment, if the determined identification information corresponding to the software information is a package name, fusing the usage information of the multiple devices to be fused based on the package name of the software information, and further including:

when the software name in any piece of software information is not empty, fusing the use information of a plurality of devices to be fused based on the package name of the software information, wherein the method comprises the following steps:

In the embodiment of the application, when the software information comprises both package names and software names, the software name with the largest occurrence number is used as the software name corresponding to the fused package name, so as to obtain fused software information, and further obtain fused equipment use information.

For example, if the plurality of device usage information includes device usage information D, device usage information E, and device usage information F, specific contents of the plurality of pieces of software information in the device usage information D, the device usage information E, and the device usage information F are as follows:

[ { software name: 111, packet name: com.mm.cn; } { software name: 211, packet name: com.6kk.ok; } { software name: 321, packet name: com.mn.cn; -j ];

[ { software name: 123, packet name: com.mm.cn; } { software name: 211, packet name: com.6kk.ok; } { software name: 122, packet name: com.nn.cn; -j ];

the device use information D, the device use information E, and the device use information F are fused, and then the obtained software information is:

[ { software name: 123, packet name: com.mm.cn; } { software name: 211, packet name: com.6kk.ok; } { software name: 321, packet name: com.mn.cn; } { software name: 122, packet name: com.nn.cn } ].

For example, when determining the software names corresponding to the software information in the fused device usage information, if the number of occurrences of different software names is the same, the software names with larger time stamps can be selected as the software names corresponding to the software information in the fused device usage information by comparing the sizes of the time stamps in the multiple device usage information including the different software names.

For example, if the plurality of device usage information includes device usage information D, device usage information E, device usage information G, and device usage information H, one piece of software information in the device usage information D is { software name: 111, packet name: com.mm.cn; one piece of software information in the device usage information E is { software name: 123, packet name: com.mm.cn; one piece of software information in the device usage information G is { software name: 111, packet name: com.mm.cn; one piece of software information in the device usage information H is { software name: 123, packet name: com.mm.cn; packet name: com.mm.cn corresponds to software name: 111 is the same as the number of times of occurrence of the software name 123, the sizes of the time stamps in the device usage information D, the device usage information E, the device usage information G, and the device usage information H need to be compared, and if the time stamps in the device usage information D are: 1516248904; the timestamp in the device usage information E is 1516229957; the timestamp in the device usage information G is 1516227783; the timestamp in the device usage information H is 1516243806, and as can be seen from the fact that the timestamp in the device usage information D is the largest, the software information obtained after fusion is { software name: 111, package name com.mm.cn; }.

Further, as an optional embodiment, from the determined device usage information corresponding to the device identification information, a plurality of pieces of device usage information to be fused, which are identical to the device identification information, are acquired, and the acquired pieces of device usage information to be fused are fused, and further including:

and if the determined identification information corresponding to the software information is the software name, fusing the use information of the plurality of devices to be fused based on the software name of the software information.

For example, when the package names in all the software information are empty, fusing the usage information of the multiple devices to be fused based on the software names of the software information, including:

and merging the equipment use information to be merged containing the same software name, wherein the corresponding packet name is empty in the merged equipment use information.

For example, if the packet name in the software information is empty, the software name is the identification information of the software information. For example, if the plurality of device usage information includes device usage information O, device usage information P, and device usage information Q. One piece of software information in the device usage information O is { software name: 111, packet name: empty; one piece of software information in the device usage information P is { software name: 123, packet name: empty; one piece of software information in the device usage information Q is { software name: 111, packet name: empty; the identification information of the equipment use information O, the equipment use information P and the equipment use information Q are all software names, and the software names can be obtained after the equipment use information O, the equipment use information P and the equipment use information Q are fused: 111 and software name: 123, a step of; the fused device usage information is obtained as [ { software name: 111, packet name: empty; } { software name: 123, packet name: empty; }].

Further, if the device identification information is the device usage information with the package name and the device identification information is the device usage information with the software name in the plurality of device usage information, firstly, acquiring a plurality of pieces of device usage information to be fused, which are the same as the device identification information, from the device usage information with the package name, and fusing the acquired pieces of device usage information to be fused to obtain fused first device usage information; then, acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information with the identification information being the software name, and fusing the acquired pieces of equipment to be fused use information to acquire fused second equipment use information; and finally, fusing the fused first equipment use information and the fused second equipment use information.

The plurality of device usage information includes device usage information one, device usage information two, device usage information three, device usage information four, device usage information five, and device usage information six. One piece of software information in the device usage information one is { software name: 111, packet name: empty; one piece of software information in the device usage information two is { software name: 123, packet name: empty; one piece of software information in the device usage information three is { software name: 111, packet name: empty; one piece of software information in the device usage information four is { software name: 123, packet name: com.mm.cn; one piece of software information in the device usage information five is { software name: empty, packet name: com.mm.cn; one piece of software information in the device usage information six is { software name: 111, packet name: com.6kk.ok; the analysis shows that the device identification information of the device use information I, the device use information II and the device use information III are all software names, the device use information IV, the device use information V and the device identification information of the device use information VI are package names, and then the first device use information after fusion is obtained by fusing the device use information IV, the device use information V and the device use information VI is as follows: { software name: 123, packet name: com.mm.cn; } { software name: 111, packet name: com.6kk.ok; -a }; secondly, fusing the first equipment use information, the second equipment use information and the third equipment use information to obtain fused second equipment use information: { software name: 111, packet name: empty; } { software name: 123, packet name: empty; -a }; finally, fusing the fused first equipment use information and the fused second equipment use information to obtain: { software name: 123, packet name: com.mm.cn; } { software name: 111, packet name: com.6kk.ok; }.

In an embodiment of the present application, as an optional embodiment, the software information further includes: version number, software attributes, and time stamps, see a flowchart of another method of fusing device usage information shown in fig. 2, the method further comprising:

s104, in the fused equipment use information, the corresponding version number is the highest version number, the corresponding timestamp is the maximum timestamp, and the corresponding software attribute is the software attribute corresponding to the software attribute value with the largest occurrence number.

Illustratively, the process of determining the corresponding timestamp for the fused device usage information is: and selecting the maximum timestamp from the multiple pieces of equipment use information to be fused as the timestamp corresponding to the fused equipment use information. For example, if the plurality of pieces of device usage information to be fused includes device usage information a, device usage information B, and device usage information C, the device usage information a includes a timestamp: 1516249904; the device uses the time stamp included in the information B: 1516250083; the device uses the time stamp included in the information C: 1516272185; the timestamp is known: 1516272185 is maximum, and the timestamp corresponding to the device usage information obtained by fusing the device usage information a, the device usage information B and the device usage information C is 1516272185.

The exemplary description is that the process of determining the corresponding version number for the fused device usage information is: and taking the highest version number from the software information included in the use information of the plurality of devices to be fused as the version number corresponding to the fused software information. For example, if the plurality of pieces of device usage information to be fused includes device usage information M and device usage information N, one piece of software information in the device usage information M is { software name: 111, packet name: com.mm.cn, version number: 8.0.0.300; one piece of software information in the device usage information N is { software name: 111, packet name: com.mm.cn, version number: 8.1.0.300; version number: 8.1.0.300 is higher than version number: 8.0.0.300, the version numbers corresponding to the fused software information are: 8.1.0.300, the device usage information M and the device usage information N are fused, and the obtained software information is { software name: 111, packet name: com.mm.cn, version number: 8.1.0.300; }.

As an optional embodiment, if the formats of the version numbers are inconsistent, and the version numbers cannot be compared, the version number with the larger timestamp can be selected as the version number corresponding to the fused software information by comparing the sizes of the timestamps in the usage information of the devices to be fused. For example, if the plurality of pieces of device usage information to be fused includes device usage information M and device usage information L, one piece of software information in the device usage information M is { software name: 111, packet name: com.mm.cn, version number: 8.0.0.300; time stamp: 1162578; one piece of software information in the device usage information L is { software name: 111, packet name: com.mm.cn, version number: 8.0-2567164; time stamp: 1163827; due to version number: 8.0.0.300 and version number: 8.0-2567164, if the formats are inconsistent and the version numbers cannot be compared, comparing the sizes of the time stamps of the software information M and the software information L, and knowing the time stamps: 1163827 is greater than the timestamp: 1162578, the version number corresponding to the fused software information is: 8.0-2567164, fusing the device use information M and the device use information L, where the obtained software information is { software name: 111, packet name: com.mm.cn, version number: 8.0-2567164; }.

Illustratively, the process of determining the corresponding software attribute for the fused device usage information is: and taking the attribute value with more occurrence times of the software attribute corresponding to the software information from the use information of the plurality of devices to be fused as the software attribute corresponding to the fused software information. For example, the plurality of pieces of device usage information to be fused are device usage information W, device usage information Z, and device usage information K, and one piece of software information in the device usage information W is { software name: 111, packet name: com.mm.cn, version number: 8.0.0.300, software attributes: 1, a step of; one piece of software information in the device usage information Z is { software name: 111, packet name: com.mm.cn, version number: 8.1.0.300, software attributes: 0; one piece of software information in the device usage information K is { software name: 111, packet name: com.mm.cn, version number: 8.2.0.300, software attributes: 0; if the software attribute corresponding to the fused software information is 0, the fused software information is { software name: 111, packet name: com.mm.cn, version number: 8.2.0.300, software attributes: 0; }. Wherein 1 indicates that the software is preset software, and 0 is non-preset software. Further, if the occurrence times are the same, the non-preset software is used as the software attribute corresponding to the fused software information.

For example, if the device identification information is IMEI, the corresponding MAC address and Android ID need to be determined for the fused device usage information. As an optional embodiment, the process of determining the corresponding MAC address and Android ID for the fused device usage information may be: and comparing the sizes of the timestamps in the multiple pieces of equipment use information to be fused, wherein the multiple pieces of equipment use information comprise different MAC addresses and Android IDs, and selecting the MAC address with the larger timestamp and the Android ID as the MAC address and the Android ID corresponding to the fused equipment use information.

As an alternative embodiment, a fusion date may be generated for the fused device usage information, and the generated fusion date may be stored in the fused device usage information, where, for example, the fusion date is: 2019-06-01-15:30, which means that the fusion date is 15:30 minutes on 1 day of 6 months of 2019.

In the embodiment of the present application, the above process is exemplarily described, and specifically as follows:

the at least one piece of equipment use information obtained by using different modes comprises: the specific contents included in the device usage information AA, the device usage information BB, the device usage information DD, the device usage information EE, and the device usage information FF are as follows:

The device usage information AA includes: IDFA: empty, IMEI:1a1b1c, mac address: 1A1B1C2D,Android ID:2201819, timestamp: 1516243806 the pieces of software information are [ { "version": "8.0.0.300", "package": "com.huawei.hifolder", "software name": "empty", "type": "1" }, { "version": "7.0-2996264", "package": "com.android.cts.priv.ctsshim", "software name": "empty", "type": "1" }, { "version": "7.0300.02", "package": "com.mjweb", "software name": "empty", "type": "0" }; the ];

the device usage information BB includes: IDFA: empty, IMEI:1a1b1c, mac address: 2A3B3C2D,Android ID:9DDC600, timestamp: 1516229957 the pieces of software information are [ { "version": "8.1.0.300", "package": "com.huawei.hifolder", "software name": "empty", "type": "1" }, { "version": "7.1-2996264", "package": "com.android.cts.priv.ctsshem", "software name": "empty", "type": "1" }, { "version": "7.1300.02", "package": "com.mjweb", "software name": "empty", "type": "0" }, { "version": "3.3", "package": com.map.map, map, location "," software name ":" empty "," type ": 1" };

the device usage information CC includes: IDFA: empty, IMEI:1a1b1c, mac address: 2A3B3C2D,Android ID:19B62F2, timestamp: 1516229635 the pieces of software information are [ { "version": "7.3-2996264", "package": "com.android.cts.priv.ctsshim", "software name": "null", "type": "1" }, { "version": "7.1300.02", "package": "com.mjweb", "software name": "null", "type": "0" }, { "version": "4.3", "package": "com.bridge.map.location", "software name": "null", "type": "0" }, { "version": "6.11.0", "package": "com.taobao", "software name": "type": 0"};

The device usage information DD includes: IDFA: empty, IMEI:1a1b1c, mac address: 2A3B3C2D,Android ID:19B62F2, timestamp: 1516270111 the pieces of software information are [ { "version": "8.1.0.300", "package": "com.huawei.hifolder", "software name": "empty", "type": "1" }, { "version": "7.1300.02", "package": "com.movi.mjweather", "software name": "empty", "type": "0" }, { "version": "3.3", "package": "com.baidu.map.location", "software name": "empty", "type": "1" }, { "version": "7.11.0", "package": "com.taobao.tao", "software name": "empty", "type": "0" } ];

the device usage information EE includes: IDFA: empty, IMEI:1a2b3c, mac address: 2A45C9EA,Android ID:191A2F2, timestamp: 1516278547 the pieces of software information are [ { "version": "8.1300.02", "package": "com.movi.mjweather", "software name": "null", "type": "0" }, { "version": "7.3", "package": "com.baidu.map.location", "software name": "null", "type": "1" }, { "version": "7.11.0", "package": "com.taobao", "software name": "null", "type": "0" } ];

the device usage information FF includes: IDFA: empty, IMEI: null, MAC address: 1A1B1C2D,Android ID:1Q9B6F2, timestamp: 1516272698 the pieces of software information are [ { "version": "6.1.0.300", "package": "com.huawei.hifolder", "software name": "null", "type": "1" }, { "version": "3.3", "package": "com.baidu.map.location", "software name": "null", "type": "1" }, { "version": "7.11.0", "package": "com.taobao", "software name": "null", "type": "0" };

Based on the preset equipment identification information determining rule and the equipment basic information included in the equipment use information, the equipment identification information of the equipment use information AA is known as IMEI:1A1B1C, the equipment identification information of the equipment usage information BB is IMEI:1A1B1C, the equipment identification information of the equipment usage information CC is IMEI:1A1B1C, the equipment identification information of the equipment use information DD is IMEI:1A1B1C, the equipment identification information of the equipment usage information EE is IMEI:1A2B3C, the device identification information of the device usage information FF is a MAC address: 1A1B1C2D, the analysis shows that the equipment identification information of the equipment use information AA, the equipment use information BB, the equipment use information CC and the equipment use information DD are the same, so that the equipment use information AA, the equipment use information BB, the equipment use information CC and the equipment use information DD can be fused, namely the equipment use information AA, the equipment use information BB, the equipment use information CC and the equipment use information DD are the acquired multiple pieces of equipment use information to be fused. Specifically, after fusing the device usage information AA, the device usage information BB, the device usage information CC, and the device usage information DD, the obtained fused device usage information is: IDFA: empty, IMEI:1a1b1c, mac address: 2A3B3C2D,Android ID:19B62F2, timestamp: 1516270111, date of fusion: 2019-06-01-15:30, the pieces of software information are [ { "version": "8.1.0.300", "package": "com.huawei.hifolder", "software name": "empty", "type": "1" }, { "version": "7.3-2996264", "package": "com.android.cts.priv.ctsshim", "software name": "empty", "type": "1" }, { "version": "7.1300.02", "package": "com.movi.mjweb", "software name": "empty", "type": "0" }, { "version": "4.3", "package": "com.background.map.location", "software name": "empty", "type": "1", { "version": "7.11.0", "package": "page": "type": 0 ": page": empty ". ].

In the embodiment of the application, after the fused equipment use information is obtained, the fused equipment use information can be analyzed, and corresponding message pushing is performed according to the analysis result. The method comprises the steps that software information in the fused equipment use information is classified, categories can be games, shopping, news, video, live broadcasting, learning and the like, the quantity of the software information under each category is counted, if the quantity of the game categories is the largest, a user corresponding to the equipment is considered to be a game user, the user is interested in the game information, and the game information can be pushed to the user correspondingly; or counting the number of the software information under each category, if the number of the software information under a certain category exceeds a threshold, pushing information related to the category with the number exceeding the threshold for the user, wherein the threshold can be set according to practical situations, for example, the threshold can be 3, if the number of the software of the video category and the shopping category of the user exceeds 3, the user is considered to be interested in the video and shopping information, and the information of the video category and the shopping category is correspondingly pushed for the user. Furthermore, the method can also acquire the fused equipment use information of the plurality of equipment, analyze the fused use information of the plurality of equipment, judge the duty ratio of each piece of software information, analyze the software information downloading trend of the user corresponding to the plurality of equipment, or analyze the proportion of software information of a certain category, and further analyze the hobby category of multiple users.

Based on the same inventive concept, the embodiment of the application also provides a device for fusing the equipment use information corresponding to the method for fusing the equipment use information, because the principle of solving the problem by the device in the embodiment of the present application is similar to the method of using information by the fusion device in the embodiment of the present application, the implementation of the device may refer to the implementation of the method, and the repetition is not repeated.

Example two

The embodiment of the application provides a device for fusing equipment use information, referring to a structural block diagram of the device for fusing equipment use information shown in fig. 3, the device comprises:

an obtaining module 301, configured to obtain at least one device usage information in different manners;

a device identification information determining module 302, configured to determine device identification information corresponding to the device usage information, based on a preset device identification information determining rule and device basic information included in the device usage information;

and a fusion module 303, configured to acquire a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fuse the acquired pieces of equipment to be fused use information.

As an alternative embodiment, the apparatus further comprises:

As an alternative embodiment, the device basic information includes: IMEI, IDFA, MAC address, and Android ID, and a device identification information determining module, specifically configured to:

if yes, detecting whether the MAC address in the equipment basic information included in the equipment use information is empty;

if yes, deleting the equipment use information.

As an alternative embodiment, the software information includes: software name, package name; a fusion module, comprising:

The identification information determining unit is used for determining identification information corresponding to the software information according to the software information in the equipment use information to be fused;

the fusion unit based on the package name is used for fusing the use information of the plurality of devices to be fused based on the package name of the software information if the determined identification information corresponding to the software information is the package name;

or the fusion unit based on the software name is used for fusing the use information of the plurality of devices to be fused based on the software name of the software information if the identification information corresponding to the determined software information is the software name.

As an alternative embodiment, the fusion unit based on packet name is specifically configured to:

or when the software name in any piece of software information is not empty, fusing the use information of the plurality of devices to be fused based on the package name of the software information, wherein the method comprises the following steps:

As an alternative embodiment, the software information further includes: version number, software attribute, and timestamp, the apparatus further comprising:

the information determining module is used for determining that the corresponding version number is the highest version number, the corresponding timestamp is the largest timestamp and the corresponding software attribute is the software attribute corresponding to the software attribute value with the largest occurrence number in the fused equipment use information.

The device for fusing the equipment use information provided by the embodiment of the application has the same technical characteristics as the method for fusing the equipment use information provided by the first embodiment, so that the same technical problems can be solved, and the same technical effects can be achieved.

Example III

Based on the same technical conception, the embodiment of the application also provides electronic equipment. Referring to fig. 4, a schematic structural diagram of an electronic device 400 according to an embodiment of the present application includes a processor 401, a memory 402, and a bus 403. The memory 402 is configured to store execution instructions, including a memory 4021 and an external memory 4022; the memory 4021 is also referred to as an internal memory, and is used for temporarily storing operation data in the processor 401 and data exchanged with the external memory 4022 such as a hard disk, the processor 401 exchanges data with the external memory 4022 through the memory 4021, and when the electronic device 400 operates, the processor 401 and the memory 402 communicate with each other through the bus 403, so that the processor 401 executes the following instructions:

Acquiring at least one device usage information using different means;

In one possible design, the instructions that may be executed by the processor 401 further include:

after the at least one device usage information is obtained using the different means, the method further comprises:

the device basic information includes: the international mobile equipment identification code IMEI, the advertisement identifier IDFA, the medium access control MAC address, and the Android ID, where determining, based on a preset equipment identification information determining rule and equipment basic information included in the equipment usage information, equipment identification information corresponding to the equipment usage information includes:

the software information includes: software name, package name; the step of obtaining a plurality of pieces of equipment to be fused use information with the same equipment identification information from the determined equipment use information corresponding to the equipment identification information, and fusing the obtained pieces of equipment to be fused use information, includes:

and if the determined identification information corresponding to the software information is a package name, fusing a plurality of pieces of equipment use information to be fused based on the package name of the software information, including:

the software information further includes: version number, software attributes, and time stamps;

Example IV

The embodiment of the present application further provides a computer readable storage medium, where a computer program is stored, where the computer program is executed by a processor to perform the steps of the method for fusing device usage information described in any of the above embodiments.

Specifically, the storage medium can be a general-purpose storage medium, such as a mobile disk, a hard disk, and the like, and when the computer program on the storage medium is executed, the steps of the method for fusing the usage information of the device can be executed, so that the analysis efficiency is improved, and the analysis time cost is reduced.

The computer program product for performing the method for fusing device usage information provided in the embodiment of the present application includes a computer readable storage medium storing non-volatile program code executable by a processor, where the program code includes instructions for performing the method described in the foregoing method embodiment, and specific implementation may refer to the method embodiment and will not be described herein.

It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, and are not repeated herein.

In the several embodiments provided by the present application, it should be understood that the disclosed systems, devices, and methods may be implemented in other manners. The above-described apparatus embodiments are merely illustrative, for example, the division of the units is merely a logical function division, and there may be other manners of division in actual implementation, and for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some communication interface, device or unit indirect coupling or communication connection, which may be in electrical, mechanical or other form.

The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

In addition, each functional unit in the embodiments of the present application may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit.

The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a non-volatile computer readable storage medium executable by a processor. Based on this understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a magnetic disk, or an optical disk, or other various media capable of storing program codes.

Finally, it should be noted that: the above examples are only specific embodiments of the present application, and are not intended to limit the scope of the present application, but it should be understood by those skilled in the art that the present application is not limited thereto, and that the present application is described in detail with reference to the foregoing examples: any person skilled in the art may modify or easily conceive of the technical solution described in the foregoing embodiments, or perform equivalent substitution of some of the technical features, while remaining within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present application, and are intended to be included in the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.

Claims

1. A method of fusing device usage information, the method comprising:

acquiring at least one device usage information using different means;

Acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information;

wherein the device basic information includes: the international mobile equipment identification code IMEI, the advertisement identifier IDFA, the medium access control MAC address and the Android identification number Android ID, and the equipment identification information determining rule comprises the following steps: the priority of IMEI is highest, the priority of IDFA is next, the priority of MAC address is next, and the priority of Android ID is lowest, the determining rule based on preset device identification information and the device basic information included in the device usage information, and determining the device identification information corresponding to the device usage information includes:

if not, determining the Android ID as the equipment identification information corresponding to the equipment use information;

if yes, deleting the equipment use information;

wherein the software information includes: software name, package name; the step of obtaining a plurality of pieces of equipment to be fused use information with the same equipment identification information from the determined equipment use information corresponding to the equipment identification information, and fusing the obtained pieces of equipment to be fused use information, includes:

or,

and if the determined identification information corresponding to the software information is a software name, fusing the use information of the plurality of devices to be fused based on the software name of the software information.

2. The method of claim 1, wherein after the at least one device usage information is obtained using different means, the method further comprises:

3. The method according to claim 1, wherein if the determined identification information corresponding to the software information is a packet name, fusing a plurality of device usage information to be fused based on the packet name of the software information, including:

or,

when the software name in any piece of software information is not empty, fusing the use information of a plurality of devices to be fused based on the package name of the piece of software information, wherein the method comprises the following steps:

4. The method of claim 1, wherein the software information further comprises: version number, software attribute, and timestamp, the method further comprising:

5. An apparatus for fusing device usage information, the apparatus comprising:

the fusion module is used for acquiring a plurality of pieces of equipment to be fused use information with the same equipment identification information from the equipment use information corresponding to the determined equipment identification information, and fusing the acquired pieces of equipment to be fused use information;

wherein the device basic information includes: the international mobile equipment identification code IMEI, the advertisement identifier IDFA, the medium access control MAC address and the Android identification number Android ID, and the equipment identification information determining rule comprises the following steps: the IMEI priority is highest, the IDFA priority is next, the MAC address priority is next, the Android ID priority is lowest, and the equipment identification information determining module is further used for detecting whether the IMEI in the equipment basic information included in the equipment use information is empty;

if yes, deleting the equipment use information;

wherein the software information includes: software name, package name; the fusion module is specifically configured to determine, according to software information in the device usage information to be fused, identification information corresponding to the software information from the determined device usage information corresponding to the device identification information; if the identification information corresponding to the determined software information is a package name, fusing a plurality of pieces of equipment use information to be fused based on the package name of the software information; or if the determined identification information corresponding to the software information is a software name, fusing the use information of the plurality of devices to be fused based on the software name of the software information.

6. The apparatus of claim 5, wherein the apparatus further comprises:

7. An electronic device, comprising: a processor, a memory and a bus, said memory storing machine readable instructions executable by said processor, said processor and said memory communicating over the bus when the electronic device is running, said machine readable instructions when executed by said processor performing the steps of the method of fusing device usage information according to any of claims 1 to 4.

8. A computer-readable storage medium, characterized in that it has stored thereon a computer program which, when executed by a processor, performs the steps of the method of fusing device usage information according to any of claims 1 to 4.