CN111262871B - Data processing method and device and storage medium - Google Patents
Data processing method and device and storage medium Download PDFInfo
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- CN111262871B CN111262871B CN202010061706.4A CN202010061706A CN111262871B CN 111262871 B CN111262871 B CN 111262871B CN 202010061706 A CN202010061706 A CN 202010061706A CN 111262871 B CN111262871 B CN 111262871B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
- H04L65/1066—Session management
- H04L65/1096—Supplementary features, e.g. call forwarding or call holding
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
- H04L65/1066—Session management
- H04L65/1076—Screening of IP real time communications, e.g. spam over Internet telephony [SPIT]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/14—Session management
- H04L67/146—Markers for unambiguous identification of a particular session, e.g. session cookie or URL-encoding
Abstract
The embodiment of the invention discloses a data processing method and device and a storage medium; the method comprises the following steps: determining target multimedia information and access flow data corresponding to the target multimedia information; acquiring identification information of at least two terminals corresponding to access flow data for the target multimedia information; determining characteristic information of the terminals based on the identification information of the at least two terminals; screening the access flow data at least according to the characteristic information of the terminal, and screening out target access flow data and identification information of a target terminal corresponding to the target access flow data; and outputting the target access flow data and the identification information of the target terminal corresponding to the target access flow data. Therefore, processing modes of access flow data are enriched, and a foundation is laid for subsequent application.
Description
Technical Field
The present invention relates to the field of data processing, and in particular, to a data processing method and apparatus, and a storage medium.
Background
With the rapid global development of information, the demand for information is rapidly growing, and information technology is just the key point of research. For example, in multimedia information, more and more users use mobile terminals to access multimedia information, but how to filter access traffic data for accessing multimedia information based on different characteristics of the terminals becomes a problem to be solved at present.
Disclosure of Invention
In view of the above problems, the present invention provides a data processing method and apparatus, and a storage medium, which implement screening access traffic based on terminal feature information, so as to enrich processing modes of access traffic data and lay a foundation for subsequent applications.
In a first aspect, an embodiment of the present invention provides a data processing method, including:
determining target multimedia information and access flow data corresponding to the target multimedia information;
acquiring identification information of at least two first terminals forming the access flow data;
determining characteristic information of the first terminal based on the identification information of the first terminal;
screening the access flow data at least according to the characteristic information of the first terminals to screen out target access flow data, and screening out identification information of target terminals forming the target access flow data from the identification information of at least two first terminals;
and outputting the target access flow data and the identification information of the target terminal.
In an embodiment, the obtaining identification information of at least two first terminals forming the access traffic data includes:
analyzing access flow data corresponding to the target multimedia information to obtain access characteristic information for accessing the target multimedia information;
and obtaining the identification information of at least two first terminals accessing the target multimedia information based on the access characteristic information.
In an embodiment, the determining the feature information of the first terminal based on the identification information of the first terminal includes:
acquiring network characteristic information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring the position information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring program characteristic information of an application program installed in the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
and acquiring power supply characteristic information for providing power support for the first terminal based on the identification information of the first terminal.
In an embodiment, the method further comprises:
determining association characteristics between at least two first terminals based on the characteristic information of the first terminals;
and screening the access flow data according to the association characteristics among the first terminals, screening out access flow data formed by all the first terminals of which the association characteristics meet the first preset rule as target access flow data, and taking all the first terminals of which the association characteristics meet the first preset rule as target terminals.
In an embodiment, the method further comprises:
determining that the first terminals with the number exceeding the preset number exist in the preset range based on the characteristic information of the first terminals, and determining that the association characteristics among all the first terminals with the number exceeding the preset number in the preset range meet a first preset rule.
In an embodiment, the method further comprises:
determining identification information of all first terminals provided with preset application programs based on the characteristic information of the first terminals, and taking all the first terminals provided with the preset application programs as target terminals; taking access flow data formed by all target terminals as target access flow data;
and/or the presence of a gas in the gas,
determining identification information of all first terminals, which satisfy a second preset rule, of power supply characteristic information providing power support based on the characteristic information of the first terminals, and taking all first terminals, which satisfy the second preset rule, of the power supply characteristic information as target terminals; and taking the access flow data formed by all the target terminals as target access flow data.
In a second aspect, an embodiment of the present invention provides a data processing apparatus, including:
the characteristic processing unit is used for determining target multimedia information and access flow data corresponding to the target multimedia information; acquiring identification information of at least two first terminals forming the access flow data; determining characteristic information of the first terminal based on the identification information of the first terminal;
the screening unit is used for screening the access flow data at least according to the characteristic information of the first terminals, screening target access flow data, and screening identification information of target terminals forming the target access flow data from the identification information of at least two first terminals;
and the output unit is used for outputting the target access flow data and the identification information of the target terminal.
In an embodiment, the feature processing unit is further configured to:
analyzing access flow data corresponding to the target multimedia information to obtain access characteristic information for accessing the target multimedia information;
and obtaining the identification information of at least two first terminals accessing the target multimedia information based on the access characteristic information.
In an embodiment, the feature processing unit is further configured to:
acquiring network characteristic information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring the position information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring program characteristic information of an application program installed in the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
and acquiring power supply characteristic information for providing power support for the first terminal based on the identification information of the first terminal.
In an embodiment, the screening unit is further configured to:
determining association characteristics between at least two first terminals based on the characteristic information of the first terminals;
and screening the access flow data according to the association characteristics among the first terminals, screening out access flow data formed by all the first terminals of which the association characteristics meet the first preset rule as target access flow data, and taking all the first terminals of which the association characteristics meet the first preset rule as target terminals.
In an embodiment, the screening unit is further configured to determine, based on the feature information of the first terminals, that there are more than a preset number of the first terminals in a preset range, and then determine that the association features between all the first terminals in the preset range, which are more than the preset number, satisfy a first preset rule.
In an embodiment, the screening unit is further configured to:
determining identification information of all first terminals provided with preset application programs based on the characteristic information of the first terminals, and taking all the first terminals provided with the preset application programs as target terminals; taking access flow data formed by all target terminals as target access flow data;
and/or the presence of a gas in the gas,
determining identification information of all first terminals, which satisfy a second preset rule, of power supply characteristic information providing power support based on the characteristic information of the first terminals, and taking all first terminals, which satisfy the second preset rule, of the power supply characteristic information as target terminals; and taking the access flow data formed by all the target terminals as target access flow data.
In a third aspect, an embodiment of the present invention further provides a data processing apparatus, including:
one or more processors;
a memory communicatively coupled to the one or more processors;
one or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the one or more processors, the one or more programs configured to perform the methods described above.
In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, which stores a computer program, and when the computer program is executed by a processor, the computer program implements the method described above.
The data processing method, the data processing device and the storage medium according to the embodiments of the present invention can determine target multimedia information and access traffic data corresponding to the target multimedia information, obtain identification information of at least two first terminals forming the access traffic data, determine characteristic information of the first terminals based on the identification information of the first terminals, further screen the access traffic data according to the characteristic information of the first terminals at least, screen out the target access traffic data, screen out identification information of target terminals forming the target access traffic data from the identification information of the at least two first terminals, and finally output the target access traffic data and the identification information of the target terminals. Therefore, the purpose of screening the access flow data aiming at the multimedia information based on the characteristic information of the terminal is realized, so that the processing modes of the access flow data are enriched, the foundation is laid for the subsequent application, and meanwhile, the foundation is laid for the subsequent processing of the multimedia information.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 shows a schematic flow diagram of a data processing method according to an embodiment of the invention;
FIG. 2 is a schematic diagram of a logical unit architecture of a data processing apparatus according to an embodiment of the present invention;
fig. 3 shows a hardware configuration diagram of a data processing apparatus according to an embodiment of the present invention.
Detailed Description
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention.
In some of the flows described in the present specification and claims and in the above figures, a number of operations are included that occur in a particular order, but it should be clearly understood that these operations may be performed out of order or in parallel as they occur herein, with the order of the operations being indicated as 101, 102, etc. merely to distinguish between the various operations, and the order of the operations by themselves does not represent any order of performance. Additionally, the flows may include more or fewer operations, and the operations may be performed sequentially or in parallel. It should be noted that, the descriptions of "first", "second", etc. in this document are used for distinguishing different messages, devices, modules, etc., and do not represent a sequential order, nor limit the types of "first" and "second" to be different.
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Fig. 1 shows a schematic flow chart of a data processing method according to an embodiment of the present invention, and as shown in fig. 1, the method includes:
step 101: and determining target multimedia information and access flow data corresponding to the target multimedia information.
In this embodiment, the access traffic data is traffic data formed by accessing the target multimedia information.
Step 102: and acquiring identification information of at least two first terminals forming the access flow data.
In this embodiment, the terminal may specifically be a mobile terminal, for example, a mobile phone, a tablet computer, an intelligent wearable device, and the like.
In a specific example, the identification information of the terminal corresponding to the access traffic data may be obtained in the following manner, specifically:
analyzing access flow data corresponding to the target multimedia information to obtain access characteristic information for accessing the target multimedia information; and obtaining the identification information of at least two first terminals accessing the target multimedia information based on the access characteristic information.
Here, the access characteristic information may specifically include information related to a terminal characteristic, such as an International Mobile Equipment Identity (IMEI) of the terminal, a Subscriber Identity Module (SIM), and the like. At this time, the identification information of the terminal may be specifically IMEI.
Of course, besides being obtained by analyzing the access flow data, the access flow data can also be obtained directly from the external device, for example, the identification information of the terminal accessing the target multimedia information is obtained from the server corresponding to the target multimedia information.
Step 103: and determining the characteristic information of the first terminal based on the identification information of the first terminal.
In a specific example, the characteristic information of the terminal may include at least one of the following information: the information processing method includes the steps of obtaining information of a terminal, network characteristic information, position information, program characteristic information of an application program installed in the terminal, power supply characteristic information for providing power support for the terminal, and the like.
Specifically, step 103 may specifically include the following ways:
the first method is as follows: acquiring network characteristic information of the first terminal based on the identification information of the first terminal; here, after the identification information of the first terminal is determined, the network side may identify the network to which the first terminal accesses, and further obtain network characteristic information of the network to which the first terminal accesses, such as Wi-Fi characteristic information of access Wi-Fi, or base station information of an access mobile network, IP address information, and the like. Of course, in practical applications, the location information of the first terminal may also be determined based on the determined network characteristic information.
The second method comprises the following steps: acquiring the position information of the first terminal based on the identification information of the first terminal; here, after the identification information of the first terminal is determined, the position information may be acquired from the first terminal corresponding to the identification information based on the determined identification information; the location information is specifically a geographic location of the first terminal, and further, in practical application, the aggregation degree between the terminals may be determined based on the location information, for example, the number of the first terminals aggregated in a preset range (geographic location range) is determined based on the location information, so as to obtain a terminal distribution characteristic of the first terminal corresponding to the access traffic data, and the aggregation degree of the terminals in different geographic ranges may be determined based on the terminal distribution characteristic, so as to lay a foundation for subsequent processing.
The third method comprises the following steps: acquiring program characteristic information of an application program installed in the first terminal based on the identification information of the first terminal; here, after the identification information of the first terminal is determined, based on the determined identification information, the program feature information of the application installed in the first terminal, such as an installed application list, and the identification, content feature, and the like of each application, may be acquired from the first terminal corresponding to the identification information, so that a foundation is laid for subsequent processing.
The method is as follows: acquiring power supply characteristic information for providing power support for the first terminal based on the identification information of the first terminal; here, after the identification information of the first terminal is determined, the power characteristic information, such as a charging condition or a cruising condition, for providing power support for the first terminal may be acquired from the first terminal corresponding to the identification information based on the determined identification information, so that a foundation is laid for subsequent processing.
It should be noted that, in practical applications, the above four ways may be executed alternatively, or may be executed in combination, and the embodiment of the present application is not limited thereto.
Step 104: and screening the access flow data at least according to the characteristic information of the first terminals to screen out target access flow data, and screening out identification information of the target terminals forming the target access flow data from the identification information of the at least two first terminals.
In a specific example, the following method may be further adopted to filter and obtain the target access traffic data, which specifically includes:
determining association characteristics between at least two first terminals based on the characteristic information of the first terminals;
and screening the access flow data according to the association characteristics among the first terminals, screening out access flow data formed by all the first terminals of which the association characteristics meet the first preset rule as target access flow data, and taking all the first terminals of which the association characteristics meet the first preset rule as target terminals.
Here, in a specific example, when it is determined that there are more than a preset number of first terminals within a preset range based on the feature information of the first terminals, it may be determined that the associated features between all the first terminals that are present within the preset range and exceed the preset number satisfy the first preset rule.
For example, the following method may be adopted to determine the association characteristics between the first terminals, and further determine the target terminal and the target access traffic data; in particular, the amount of the solvent to be used,
the first method is as follows: the method comprises the steps of acquiring network characteristic information of a first terminal based on the characteristic information of the first terminal, and further determining association characteristics between at least two first terminals based on the network characteristic information of different first terminals (namely, at least two first terminals), wherein at the moment, the association characteristics can be specifically association degrees between the network characteristic information, for example, Wi-Fi characteristic information of Wi-Fi accessed by different first terminals, or base station information and IP address information of an accessed mobile network are utilized to determine whether the first terminals are located in the same geographical position or area; accordingly, when it is determined that the number of the first terminals exceeding the budget is within the preset range (for example, the preset area is not specified to a specific geographic location), it is determined that the association characteristics between all the first terminals exceeding the preset number and existing within the preset range satisfy the first preset rule, all the first terminals existing within the preset range are regarded as target terminals, and the access traffic data formed by the target terminals is the target access traffic data.
The second method comprises the following steps: acquiring the position information of the first terminal based on the identification information of the first terminal, and further determining the association characteristics between at least two first terminals based on the position information of different first terminals, wherein at this time, the association characteristics may specifically be the association degree between the position information, for example, determining whether the first terminals are located in the same geographical position or area by using the position information of different first terminals; accordingly, when it is determined that the number of the first terminals exceeding the budget is within the preset range (for example, the preset area is not specified to a specific geographic location), it is determined that the association characteristics between all the first terminals exceeding the preset number and existing within the preset range satisfy the first preset rule, all the first terminals existing within the preset range are regarded as target terminals, and the access traffic data formed by the target terminals is the target access traffic data.
Here, it should be noted that the two methods may be executed alternatively or simultaneously, and the embodiment of the present application is not limited thereto.
In practical applications, the target access traffic data may also be determined in such a way that, in particular,
the first method is as follows: determining identification information of all first terminals provided with preset application programs based on the characteristic information of the first terminals, wherein the characteristic information of the first terminals can be program characteristic information of the application programs installed on the first terminals, which is acquired based on the identification information of the first terminals, further selecting the identification information of the first terminals provided with the preset application programs based on the program characteristic information of the installed application programs, and taking all the first terminals provided with the preset application programs as target terminals; correspondingly, the access traffic data formed by all the target terminals is the target access traffic data.
The second method comprises the following steps: determining identification information of all first terminals, which satisfy a second preset rule, of power supply characteristic information providing power support based on the characteristic information of the first terminals, and taking all first terminals, which satisfy the second preset rule, of the power supply characteristic information as target terminals; accordingly, the access traffic data formed by all the target terminals is taken as the target access traffic data. Here, the feature information of the first terminal may be specifically power supply feature information acquired based on the identification information of the first terminal to provide power support for the first terminal.
Here, it should be noted that the two methods may be executed alternatively or simultaneously, and the embodiment of the present application is not limited thereto.
Step 105: and outputting the target access flow data and the identification information of the target terminal.
Therefore, the method and the device for determining the access flow data can determine the target multimedia information and the access flow data corresponding to the target multimedia information, obtain the identification information of at least two first terminals forming the access flow data, determine the characteristic information of the first terminals based on the identification information of the first terminals, then screen the access flow data at least according to the characteristic information of the first terminals, screen out the target access flow data, screen out the identification information of the target terminals forming the target access flow data from the identification information of at least two first terminals, and finally output the target access flow data and the identification information of the target terminals. Therefore, the purpose of screening the access flow data aiming at the multimedia information based on the characteristic information of the terminal is realized, so that the processing modes of the access flow data are enriched, the foundation is laid for the subsequent application, and meanwhile, the foundation is laid for the subsequent processing of the multimedia information.
An embodiment of the present invention further provides a data processing apparatus, as shown in fig. 2, the apparatus includes:
the feature processing unit 201 is configured to determine target multimedia information and access traffic data corresponding to the target multimedia information; acquiring identification information of at least two first terminals forming the access flow data; determining characteristic information of the first terminal based on the identification information of the first terminal;
a screening unit 202, configured to screen the access traffic data according to at least the feature information of the first terminals, screen out target access traffic data, and screen out identification information of a target terminal that forms the target access traffic data from the identification information of at least two first terminals;
an output unit 203, configured to output the target access traffic data and the identification information of the target terminal.
In an embodiment, the feature processing unit 201 is further configured to:
analyzing access flow data corresponding to the target multimedia information to obtain access characteristic information for accessing the target multimedia information;
and obtaining the identification information of at least two first terminals accessing the target multimedia information based on the access characteristic information.
In an embodiment, the feature processing unit 201 is further configured to:
acquiring network characteristic information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring the position information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring program characteristic information of an application program installed in the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
and acquiring power supply characteristic information for providing power support for the first terminal based on the identification information of the first terminal.
In an embodiment, the screening unit 202 is further configured to:
determining association characteristics between at least two first terminals based on the characteristic information of the first terminals;
and screening the access flow data according to the association characteristics among the first terminals, screening out access flow data formed by all the first terminals of which the association characteristics meet the first preset rule as target access flow data, and taking all the first terminals of which the association characteristics meet the first preset rule as target terminals.
In an embodiment, the screening unit 202 is further configured to determine, based on the feature information of the first terminals, that there are more than a preset number of the first terminals in the preset range, and then determine that the associated features between all the first terminals in the preset range, which are more than the preset number, meet the first preset rule.
In an embodiment, the screening unit 202 is further configured to:
determining identification information of all first terminals provided with preset application programs based on the characteristic information of the first terminals, and taking all the first terminals provided with the preset application programs as target terminals; taking access flow data formed by all target terminals as target access flow data;
and/or the presence of a gas in the gas,
determining identification information of all first terminals, which satisfy a second preset rule, of power supply characteristic information providing power support based on the characteristic information of the first terminals, and taking all first terminals, which satisfy the second preset rule, of the power supply characteristic information as target terminals; and taking the access flow data formed by all the target terminals as target access flow data.
Here, it should be noted that: the descriptions of the embodiments of the apparatus are similar to the descriptions of the methods, and have the same advantages as the embodiments of the methods, and therefore are not repeated herein. For technical details that are not disclosed in the embodiments of the apparatus of the present invention, those skilled in the art should refer to the description of the embodiments of the method of the present invention to understand, and for brevity, will not be described again here.
An embodiment of the present invention provides a data processing apparatus, including:
one or more processors;
a memory communicatively coupled to the one or more processors;
one or more application programs, wherein the one or more application programs are stored in the memory and configured to be executed by the one or more processors, the one or more programs configured to execute the data processing apparatus described above.
In a specific example, the data processing apparatus according to the embodiment of the present invention may be embodied as the structure shown in fig. 3, and the apparatus includes a processor 301, a storage medium 302, and at least one external communication interface 303; the processor 301, the storage medium 302, and the external communication interface 303 are all connected by a bus 304. The processor 301 may be a microprocessor, a central processing unit, a digital signal processor, a programmable logic array, or other electronic components with processing functions. The storage medium stores therein computer executable code capable of executing the image processing method according to any one of the above embodiments. In practical applications, the feature processing unit 201, the screening unit 202, and the output unit 203 may be implemented by the processor 301.
Here, it should be noted that: the descriptions of the embodiments of the apparatus are similar to the descriptions of the methods, and have the same advantages as the embodiments of the methods, and therefore are not repeated herein. For technical details that are not disclosed in the embodiments of the apparatus of the present invention, those skilled in the art should refer to the description of the embodiments of the method of the present invention to understand, and for brevity, will not be described again here.
An embodiment of the present invention provides a computer-readable storage medium storing a computer program, which when executed by a processor implements the following steps:
determining target multimedia information and access flow data corresponding to the target multimedia information;
acquiring identification information of at least two first terminals forming the access flow data;
determining characteristic information of the first terminal based on the identification information of the first terminal;
screening the access flow data at least according to the characteristic information of the first terminals to screen out target access flow data, and screening out identification information of target terminals forming the target access flow data from the identification information of at least two first terminals;
and outputting the target access flow data and the identification information of the target terminal.
Here, it should be noted that: the above description of the storage medium embodiment is similar to the above description of the method, and has the same beneficial effects as the method embodiment, and therefore, the description thereof is omitted. For technical details not disclosed in the embodiment of the storage medium of the present invention, those skilled in the art should refer to the description of the embodiment of the method of the present invention to understand, and for brevity, will not be described again here.
In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other manners. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed 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 can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by associated hardware instructed by a program, which may be stored in a computer-readable storage medium, and the storage medium may include: read Only Memory (ROM), Random Access Memory (RAM), magnetic or optical disks, and the like.
It will be understood by those skilled in the art that all or part of the steps in the method for implementing the above embodiments may be implemented by hardware that is instructed to implement by a program, and the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, etc.
While the data processing method, device and storage medium provided by the present invention have been described in detail, those skilled in the art will appreciate that the various embodiments and applications of the data processing method, device and storage medium provided by the present invention are not limited by the disclosure of the present invention.
Claims (10)
1. A method of data processing, the method comprising:
determining target multimedia information and access flow data corresponding to the target multimedia information;
acquiring identification information of at least two first terminals forming the access flow data;
determining characteristic information of the first terminal based on the identification information of the first terminal;
screening the access flow data at least according to the characteristic information of the first terminal to screen out target access flow data, determining identification information of all first terminals, of which the power supply characteristic information for providing electric power support meets a second preset rule, of the power supply characteristic information based on the characteristic information of the first terminal, and taking all first terminals, of which the power supply characteristic information meets the second preset rule, as target terminals; taking access flow data formed by all target terminals as target access flow data; screening out identification information of a target terminal forming target access flow data from the identification information of the at least two first terminals;
and outputting the target access flow data and the identification information of the target terminal.
2. The method of claim 1, wherein the obtaining identification information of at least two first terminals forming the access traffic data comprises:
analyzing access flow data corresponding to the target multimedia information to obtain access characteristic information for accessing the target multimedia information;
and obtaining the identification information of at least two first terminals accessing the target multimedia information based on the access characteristic information.
3. The method according to claim 1 or 2, wherein the determining the characteristic information of the first terminal based on the identification information of the first terminal comprises:
acquiring network characteristic information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring the position information of the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
acquiring program characteristic information of an application program installed in the first terminal based on the identification information of the first terminal; and/or the presence of a gas in the gas,
and acquiring power supply characteristic information for providing power support for the first terminal based on the identification information of the first terminal.
4. The method of claim 1, further comprising:
determining association characteristics between at least two first terminals based on the characteristic information of the first terminals;
and screening the access flow data according to the association characteristics among the first terminals, screening out access flow data formed by all the first terminals of which the association characteristics meet the first preset rule as target access flow data, and taking all the first terminals of which the association characteristics meet the first preset rule as target terminals.
5. The method of claim 4, further comprising:
determining that the first terminals with the number exceeding the preset number exist in the preset range based on the characteristic information of the first terminals, and determining that the association characteristics among all the first terminals with the number exceeding the preset number in the preset range meet a first preset rule.
6. The method of claim 1, further comprising:
determining identification information of all first terminals provided with preset application programs based on the characteristic information of the first terminals, and taking all the first terminals provided with the preset application programs as target terminals;
and taking the access flow data formed by all the target terminals as target access flow data.
7. A data processing apparatus, characterized in that the apparatus comprises:
the characteristic processing unit is used for determining target multimedia information and access flow data corresponding to the target multimedia information; acquiring identification information of at least two first terminals forming the access flow data; determining characteristic information of the first terminal based on the identification information of the first terminal;
the screening unit is used for screening the access flow data at least according to the characteristic information of the first terminal to screen out target access flow data, determining the identification information of all first terminals, which provide power support and meet a second preset rule, of the power supply characteristic information based on the characteristic information of the first terminal, and taking all first terminals, of which the power supply characteristic information meets the second preset rule, as target terminals; taking access flow data formed by all target terminals as target access flow data; screening out identification information of a target terminal forming target access flow data from the identification information of the at least two first terminals;
and the output unit is used for outputting the target access flow data and the identification information of the target terminal.
8. The apparatus of claim 7, wherein the screening unit is further configured to:
determining association characteristics between at least two first terminals based on the characteristic information of the first terminals;
and screening the access flow data according to the association characteristics among the first terminals, screening out access flow data formed by all the first terminals of which the association characteristics meet the first preset rule as target access flow data, and taking all the first terminals of which the association characteristics meet the first preset rule as target terminals.
9. A data processing apparatus, comprising:
one or more processors;
a memory communicatively coupled to the one or more processors;
one or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the one or more processors, the one or more programs configured to perform the method of any of claims 1-6.
10. A computer-readable storage medium, in which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1 to 6.
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