CN109446515A - Group information analysis method, electronic device and computer readable storage medium - Google Patents
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Abstract
The invention discloses a kind of group information analysis method, electronic device and computer readable storage mediums, wherein this method comprises: obtaining the group information of target group；Determine that number exceeds the phrase of preset threshold to referring in the group information, as target phrase；Determine that each group members in the target group refer to number to the target phrase and/or the target phrase related content.It solves the problems, such as that existing group message is not utilized effectively through the above scheme, has reached the technical effect of effective use group message.
Description
Technical field
The present invention relates to technical field of data processing, and in particular to a kind of group information analysis method, electronic device and meter
Calculation machine readable storage medium storing program for executing.
Background technique
Currently, in group chatting, for chat message generally only with the mode of record chat message item number, either
Some keyword is searched for using in group's message search box, then shows which the corresponding chat content of the keyword has.
However, group's message usually contains the speech content of each member of group, if can carry out to these group of message
Effective use, available many useful information.
Aiming at the problem that existing group's message content is not utilized effectively, effective solution side is not yet proposed at present
Case.
Summary of the invention
The purpose of the present invention is to provide a kind of group information analysis method, electronic device and computer-readable storage mediums
Matter, and then solve the technical issues of existing group's message is not utilized effectively.
The present invention is to solve above-mentioned technical problem by following technical proposals:
According to an aspect of the invention, there is provided group information analysis method, includes the following steps:
Obtain the group information of target group；
Determine that number exceeds the phrase of preset threshold to referring in the group information, as target phrase；
Determine each group members in the target group to the target phrase and/or the target phrase related content
Refer to number.
In one embodiment, each group members are secondary to referring to for the target phrase in determining the target group
The several and/or described target phrase related content refer to number after, which comprises
At least one of is shown in the chat interface of the target group: in the target phrase, the target group
Each group members are referring to number to the target phrase and/or the target phrase related content.
In one embodiment, the target phrase, in the target group each group members to the target word
Group and/or the target phrase related content refer to that number is according to group information real-time change.
In one embodiment, in determining the target group each group members to the target phrase and/or institute
State target phrase related content refer to number after, the method also includes:
User is received to the inquiry request of target phrase；
In response to the inquiry request, show that each group members are to the target phrase and/or institute in the target group
That states target phrase related content refers to number.
In one embodiment, determine that number exceeds the phrase of preset threshold to referring in the group information, as
Target phrase, comprising:
Dictionary for word segmentation is based on to each message in the group message and carries out word segmentation processing, obtains multiple phrases；
Clustering is carried out to the multiple phrase, obtains the number that each phrase occurs；
The phrase that frequency of occurrence is exceeded to the preset threshold, as target phrase.
In one embodiment, in determining the target group each group members to the target phrase and/or mesh
Mark phrase related content refer to number after, the method also includes:
Receive the inquiry request to target members' activity in the group member；
In response to the inquiry request, the group message of the target members is inquired, obtains the target members
Group message in refer to number ranking in the target phrase of preceding default noun；
According to number ranking is referred to, refer to number ranking in the mesh of preceding default noun in the group message of displaying target member
Mark phrase.
According to another aspect of the present invention, a kind of electronic device, including memory and processor, the storage are provided
For storing the group information analysis system that can be executed by the processor, the group information analysis system includes: device
Module is obtained, for obtaining the group information of target group；
First determining module, for determining referring in the group information, number exceeds the phrase of preset threshold, as
Target phrase；
Second determining module, for determining in the target group each group members to the target phrase and/or described
Target phrase related content refers to number.
In one embodiment, above-mentioned apparatus further include:
Display module, for group members each in determining the target group to the target phrase and/or target word
Group related content refer to number after, the target group chat interface show at least one of: the target word
Each group members are in referring to time to the target phrase and/or the target phrase related content in group, the target group
Number.
According to another aspect of the present invention, a kind of computer equipment is provided, comprising: memory and processor, wherein
The processor is for the step of executing the above method.
According to another aspect of the present invention, a kind of non-volatile computer readable storage medium storing program for executing is provided, is stored thereon
There is computer instruction, described instruction is performed the step of realizing the above method.
The positive effect of the present invention is that: it determines in the group information of target group and refers to number beyond pre-
If the phrase of threshold value, as target phrase, determine that each group members are secondary to referring to for the target phrase in the target group
Number, and/or, each group members refer to number to the target phrase related content.That is, by frequency of occurrence in group chat information
Then more phrases is analyzed the hot spot phrase as hot spot phrase, determine each group member to the hot spot word
Degree of concern, so as to obtain the point in group member direction of interest and the concern of each group member.Pass through above-mentioned side
Formula can extract useful information from group's message, these information can be further applicable to the popularization of product, to group point
In analysis etc., to solve the problems, such as that existing group message is not utilized effectively, effective use group is reached and has disappeared
The technical effect of breath.
Detailed description of the invention
Fig. 1 is the method flow diagram of group information analysis method according to an embodiment of the present invention；
Fig. 2 is the structural block diagram of group information analysis system according to an embodiment of the present invention；
Fig. 3 is another structural block diagram of group information analysis system according to an embodiment of the present invention；
Fig. 4 is a kind of optional hardware structure schematic diagram of electronic device according to an embodiment of the present invention.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that described herein, specific examples are only used to explain the present invention, not
For limiting the present invention.Based on the embodiments of the present invention, those of ordinary skill in the art are not before making creative work
Every other embodiment obtained is put, shall fall within the protection scope of the present invention.
In view of group's message usually contains the speech content of each member of group, if can be carried out to these group of message
Effective use, available many useful information, however, existing generally only count a period of time to group information
Interior, group's message all how many items are not effectively analyzed and are utilized to group's message.
Based on this, in this example, it is contemplated that using the phrase more than frequency of occurrence in group chat information as hot spot phrase, then
The hot spot phrase is analyzed, determines each group member to the degree of concern of the hot spot word, so as to obtain group
The point of member direction of interest and the concern of each group member.By the above-mentioned means, can have been extracted from group's message
With information, these information can be further applicable to the popularization of product, in cohort analysis etc., to solve existing
The problem of group message is not utilized effectively has reached the technical effect of effective use group message.
For this purpose, providing a kind of group information analysis method, electronic equipment in this example, this method and electronics are set below
It is as follows for being specifically described:
Embodiment one
Group information analysis method provided by the invention is illustrated with reference to the accompanying drawing.
Fig. 1 is a kind of optional flow diagram of group information analysis method of the present invention, as shown in Figure 1, this method can
To include the following steps S01-S03:
Step S01: the group information of target group is obtained；
Wherein, group information may include: the information content, the time of information transmission, the spokesman of information etc..These groups
It the time that group information can be sent according to information, is stored in sequence, is also possible to carry out classification polymerization according to spokesman
Which kind of mode storage specifically uses, can select according to actual needs, the application is not construed as limiting this.
Step S02: determine that number exceeds the phrase of preset threshold to referring in the group information, as target phrase；
Specifically, determining referring in the group information, number exceeds the phrase of preset threshold, as target phrase
When, it can be and dictionary for word segmentation progress word segmentation processing is based on to each message in group message, obtain multiple phrases；So
Afterwards, clustering is carried out to multiple phrases, obtains the number that each phrase occurs；By frequency of occurrence beyond the preset threshold
Phrase, as target phrase.
Step S03: determine that each group members are to the target phrase and/or the target phrase phase in the target group
That holds inside the Pass refers to number.
Wherein, target phrase related content can be and word similar in target phrase, that is, belong to same category of word,
It can be word relevant to content involved in target phrase.Such as: target phrase is room rate, then related content may is that
School district room, high housing price, limit purchase etc..Specifically, related content include which phrase can be it is preset.For example, can be with
A phrase database is preset, record has the incidence relation before multiple phrases and each phrase in the phrase database, that is,
It whether is between each other related content.It is identified based on the phrase database, so that it may determine the related content of target phrase.
In upper example, it is contemplated that using the phrase more than frequency of occurrence in group chat information as hot spot phrase, then to the heat
Point phrase is analyzed, and determines each group member to the degree of concern of the hot spot word, so as to obtain group member institute
The point of the direction of concern and the concern of each group member.By the above-mentioned means, useful letter can be extracted from group's message
These information, can be further applicable to the popularization of product by breath, in cohort analysis etc., to solve existing group
The problem of message is not utilized effectively has reached the technical effect of effective use group message.
During actually realizing, it can be in the interface of group chat, real-time display statistical result, for example, in group
A part of space is chosen in chat interface, for showing which word is the hot spot word of the group, and for each hot spot word, which
A little members are more positive, make a speech relatively more.
Specifically, in determining the target group each group members to the number that refers to of the target phrase, and/or,
Each group members to the target phrase related content refer to number after, can the chat interface of target group show but
Be not limited at least one of: each group members are mentioned to the target phrase in the target phrase, the target group
And number, and/or, each group members refer to number to the target phrase related content.
Because in actual chat process, the chat content of group member be it is uncontrollable, therefore, the heat counted
Point word etc. be not it is fixed, therefore, show at least one of in the chat interface of the target group: the target phrase,
Each group members are in the number that refers to the target phrase in the target group, and/or, each group members are to the target
Phrase related content refer to number in the case where, each group members are to described in the target phrase, the target group
Target phrase refers to number, and/or, each group members refer to that number can be basis to the target phrase related content
Group information real-time change.
If it is having been counted to all group message of the group since build group and a kind of feasible scheme, but it is real
It is not high with property, for this purpose, can be set to it is for statistical analysis to group's message in scheduled duration obtain hot spot word, for example, to two
Chat message in it, in one day or in three hours is analyzed, to obtain hot spot word.When being also possible to adjust the distance current
Between the chat message of predetermined quantity analyzed, for example, 200 of current point in time of adjusting the distance or 500 group messages
It is analyzed, speech number of the hot spot word and each group member in real-time update hot spot word region to hot spot word.
In order to enable can be inquired as desired, or the hot spot tendency of some group member is inquired,
When realization, in determining the target group each group members to the number that refers to of the target phrase, and/or, it is each
Group members to the target phrase related content refer to number after, inquiry can be carried out in the following way and result is aobvious
Show:
1) user is received to show in the target group inquiry request of target phrase in response to the inquiry request
Each group members to the number that refers to of the target phrase, and/or, each group members propose the target phrase related content
And number.
2) inquiry request to target members' activity in the group member is received；It is right in response to the inquiry request
The group message of the target members is inquired, and obtains referring to number ranking preceding pre- in the group message of the target members
If the target phrase of noun；According to number ranking is referred to, refer to number ranking preceding pre- in the group message of displaying target member
If the target phrase of noun.
It should be noted, however, that above-mentioned display mode and range to hot spot word defines, it is only a kind of example
Property description, do not constitute an undue limitation on the present application, can also be using other display modes or display trigger condition, this
Application is not construed as limiting this.
Above-mentioned group can be but not limited at least one of: QQ group, wechat group, Ding Ding group etc..
It is illustrated below with reference to a specific example, illustrates by taking the group X in QQ chat group as an example, obtain group X
Group chatting information, then the chat message of group X is analyzed, determines the chat group at nearest three hours
Later, the highest phrase of the frequency of occurrences are as follows: high housing price, the high phrase of the frequency of occurrences second are as follows: run male.It so can be by high housing price
Target phrase is used as with male is run.
Further, by high housing price and the two male phrases can be run, as target phrase, that is, then hot spot phrase may be used
In speech content to count the two phrases respectively, refer to this two phrase or it is related to this two phrase (such as: room rate, house,
Variety show etc.) the more group members of speech, and shown, for example, showing as follows:
Hot spot word: high housing price (95 times), Xiao Ming's (40 times), Zhang San's (30 times).
The topic for being known that group currently compares care based on these information is room rate, and runs this male variety section
Mesh, then can to the group recommend room rate perhaps run male's relevant information or to refer to number group members recommendation
Room rate runs male's relevant information.
That is, proposing " hot word analysis " in upper example, crucial word analysis is carried out for speech content, devises a set of work
Jerk computation rule refers to number and correlation to keyword by group member, judges each member under crucial topic
Liveness, in this way it will be seen that group members concern topic and member degree is keen to the topic, convenient for into
Row precision marketing.
In upper example, determines that number exceeds the phrase of preset threshold to referring in the group information of target group, make
For target phrase, determine each group members in the target group to the number that refers to of the target phrase, and/or, Ge Gequn
Member refers to number to the target phrase related content.That is, using the phrase more than frequency of occurrence in group chat information as heat
Point phrase, then analyzes the hot spot phrase, determine each group member to the degree of concern of the hot spot word, so as to
To obtain the point in group member direction of interest and the concern of each group member.By the above-mentioned means, can be from group's message
In extract useful information, these information can be further applicable to the popularization of product, in cohort analysis etc., to solve
The problem of existing group message of having determined is not utilized effectively has reached the technical effect of effective use group message.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.
Embodiment two
The group information analysis method provided in one based on the above embodiment provides a kind of group information point in the present embodiment
Analysis system, specifically, Fig. 2 and Fig. 3 show the optional structural block diagram of the group information analysis system, group information analyses
System is divided into one or more program modules, one or more program module is stored in storage medium, and by one
Performed by a or multiple processors, to complete the present invention.The so-called program module of the present invention refers to complete specific function
Series of computation machine program instruction section is more suitable for describing execution of the group information analysis system in storage medium than program itself
Process, the function of each program module of the present embodiment will specifically be introduced by being described below:
As shown in Fig. 2, group information analysis system 20 includes: to obtain module 201, the first determining module 202 and second really
Cover half block 203, in which:
Module 201 is obtained, for obtaining the group information of target group；
First determining module 202, for determining referring in the group information, number exceeds the phrase of preset threshold, makees
For target phrase；
Second determining module 203, for determining, each group members refer to the target phrase in the target group
Number, and/or, each group members refer to number to the target phrase related content.
In one embodiment, above-mentioned group information analysis system 20 is as shown in figure 3, can also include: display module
301, for group members each in determining the target group to the number that refers to of the target phrase, and/or, each group at
Member to the target phrase related content refer to number after, can the chat interface of the target group show but it is unlimited
In at least one of: each group members are secondary to referring to for the target phrase in the target phrase, the target group
Number, and/or, each group members refer to number to the target phrase related content.
In one embodiment, it can be shown in the chat interface of target group but be not limited at least one of: institute
State target phrase, in the target group each group members in the number that refers to the target phrase, and/or, each group at
Member to the target phrase related content refer to number in the case where, each group in the target phrase, the target group
Member in the number that refers to the target phrase, and/or, each group members refer to time to the target phrase related content
Number is according to group information real-time change.
In one embodiment, the first determining module 202 can be based on dividing to each message in the group message
Word dictionary carries out word segmentation processing, obtains multiple phrases；Clustering is carried out to the multiple phrase, obtains what each phrase occurred
Number；The phrase that frequency of occurrence is exceeded to the preset threshold, as target phrase.
In one embodiment, above-mentioned group information analysis system 20 each group members in determining the target group
To the number that refers to of the target phrase, and/or, each group members to the target phrase related content refer to number it
One of afterwards, can perform the following operations:
1) user is received to the inquiry request of target phrase；In response to the inquiry request, show in the target group
Each group members to the number that refers to of the target phrase, and/or, each group members propose the target phrase related content
And number.
2) inquiry request to target members' activity in the group member is received；It is right in response to the inquiry request
The group message of the target members is inquired, and obtains referring to number ranking preceding pre- in the group message of the target members
If the target phrase of noun；According to number ranking is referred to, refer to number ranking preceding pre- in the group message of displaying target member
If the target phrase of noun.
About the device in above-described embodiment, wherein each unit, module execute the concrete mode of operation related
It is described in detail in the embodiment of this method, no detailed explanation will be given here.
In each embodiment of the present embodiment, determine that number exceeds referring in the group information of target group
The phrase of preset threshold determines that each group members refer to the target phrase in the target group as target phrase
Number, and/or, each group members refer to number to the target phrase related content.That is, occurrence will be gone out in group chat information
Then the more phrase of number analyzes the hot spot phrase as hot spot phrase, determines each group member to the hot spot word
Degree of concern, so as to obtain group member direction of interest and each group member concern point.By above-mentioned
Mode can extract useful information from group's message, these information can be further applicable to the popularization of product, to group
In analysis etc., to solve the problems, such as that existing group message is not utilized effectively, effective use group is reached
The technical effect of message.
Embodiment three
A kind of electronic device is provided in the preferred embodiment of the invention three.Fig. 4 is that electronic device one is real according to the present invention
Apply the hardware structure schematic diagram of example.In the present embodiment, electronic device 2 is that one kind can be according to the finger for being previously set or storing
It enables, the automatic equipment for carrying out numerical value calculating and/or information processing.For example, it may be smart phone, tablet computer, notebook are electric
Brain, desktop computer, rack-mount server, blade server, tower server or Cabinet-type server (including independent clothes
Server cluster composed by business device or multiple servers) etc..As shown, electronic device 2 includes, but is not limited to:
Connection memory 21, processor 22, network interface 23 and group information analysis system can be in communication with each other by system bus
20.Wherein:
Memory 21 includes at least a type of computer readable storage medium, and readable storage medium storing program for executing includes flash memory, hard
Disk, multimedia card, card-type memory (for example, SD or DX memory etc.), random access storage device (RAM), static random-access
Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), may be programmed read-only storage at read-only memory (ROM)
Device (PROM), magnetic storage, disk, CD etc..In some embodiments, memory 21 can be the inside of electronic device 2
Memory module, such as the hard disk or memory of the electronic device 2.In further embodiments, memory 21 is also possible to electronics dress
Set the plug-in type hard disk being equipped on 2 External memory equipment, such as the electronic device 2, intelligent memory card (Smart Media
Card, SMC), secure digital (Secure Digital, SD) card, flash card (Flash Card) etc..Certainly, memory 21 is gone back
Can both including electronic device 2 storage inside module and also including its External memory equipment.In the present embodiment, memory 21 is usual
For storing the operating system and types of applications software that are installed on electronic device 2, such as the program of group information analysis system 20
Code etc..In addition, memory 21 can be also used for temporarily storing the Various types of data that has exported or will export.
Processor 22 can be in some embodiments central processing unit (Central Processing Unit, CPU),
Controller, microcontroller, microprocessor or other data processing chips.The processor 22 is commonly used in control electronic device 2
Overall operation, such as execute control relevant to the progress data interaction of electronic device 2 or communication and processing etc..The present embodiment
In, program code or processing data of the processor 22 for being stored in run memory 21, such as the group information point of operation
Analysis system 20 etc..
Network interface 23 may include radio network interface or wired network interface, which is commonly used in electronics
Communication connection is established between device 2 and other electronic devices.For example, network interface 23 be used for by network by electronic device 2 with
Exterior terminal is connected, and establishes data transmission channel and communication connection etc. between electronic device 2 and exterior terminal.Network can be with
It is intranet (Intranet), internet (Internet), global system for mobile communications (Global System of
Mobile communication, GSM), wideband code division multiple access (Wideband Code Division Multiple
Access, WCDMA), 4G network, 5G network, bluetooth (Bluetooth), the wirelessly or non-wirelessly network such as Wi-Fi.
It should be pointed out that Fig. 4 illustrates only the electronic device with component 21-23, it should be understood that simultaneously should not
Realistic to apply all components shown, the implementation that can be substituted is more or less component.
In the present embodiment, the group information analysis system 20 being stored in memory 21 can also be divided into one or
The multiple program modules of person, one or more program module are stored in memory 21, and by one or more processors (this
Embodiment is processor 22) it is performed, to complete the present invention.
Example IV
The present embodiment also provides a kind of computer readable storage medium, and group's letter is stored in computer readable storage medium
Analysis system is ceased, group information analysis system can be performed by least one processor, so that at least one processor executes such as
The step of group information analysis method of embodiment one.
In the present embodiment, computer readable storage medium include flash memory, hard disk, multimedia card, card-type memory (for example,
SD or DX memory etc.), random access storage device (RAM), static random-access memory (SRAM), read-only memory (ROM),
Electrically erasable programmable read-only memory (EEPROM), programmable read only memory (PROM), magnetic storage, disk, CD
Deng.In some embodiments, computer readable storage medium can be the internal storage unit of computer equipment, such as the calculating
The hard disk or memory of machine equipment.In further embodiments, computer readable storage medium is also possible to the outer of computer equipment
The plug-in type hard disk being equipped in portion's storage equipment, such as the computer equipment, intelligent memory card (Smart Media Card,
SMC), secure digital (Secure Digital, SD) blocks, flash card (Flash Card) etc..Certainly, computer-readable storage medium
Matter can also both including computer equipment internal storage unit and also including its External memory equipment.In the present embodiment, computer
Readable storage medium storing program for executing is installed on the operating system and types of applications software of computer equipment, such as embodiment two commonly used in storage
Client ensure analysis system program code etc..In addition, computer readable storage medium can be also used for temporarily storing
Various types of data through exporting or will export.
Obviously, those skilled in the art should be understood that each module of the above-mentioned embodiment of the present invention or each step can be with
It is realized with general computing device, they can be concentrated on a single computing device, or be distributed in multiple computing devices
On composed network, optionally, they can be realized with the program code that computing device can perform, it is thus possible to by it
Store and be performed by computing device in the storage device, and in some cases, can be held with the sequence for being different from herein
The shown or described step of row, perhaps they are fabricated to each integrated circuit modules or will be multiple in them
Module or step are fabricated to single integrated circuit module to realize.In this way, the embodiment of the present invention be not limited to it is any specific hard
Part and software combine.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of group information analysis method, which comprises the steps of:
Obtain the group information of target group；
Determine that number exceeds the phrase of preset threshold to referring in the group information, as target phrase；
Determine that each group members refer to the target phrase and/or the target phrase related content in the target group
Number.
2. the method according to claim 1, wherein each group members are to described in determining the target group
Target phrase refer to number and/or the target phrase related content refer to number after, which comprises
At least one of is shown in the chat interface of the target group: each in the target phrase, the target group
Group members are referring to number to the target phrase and/or the target phrase related content.
3. according to the method described in claim 2, it is characterized in that, in the target phrase, the target group each group at
Member is referring to that number is according to group information real-time change to the target phrase and/or the target phrase related content
's.
4. the method according to claim 1, wherein each group members are to described in determining the target group
Target phrase and/or the target phrase related content refer to number after, the method also includes:
User is received to the inquiry request of target phrase；
In response to the inquiry request, show that each group members are to the target phrase and/or the mesh in the target group
Mark phrase related content refers to number.
5. referring to number beyond default the method according to claim 1, wherein determining in the group information
The phrase of threshold value, as target phrase, comprising:
Dictionary for word segmentation is based on to each message in the group message and carries out word segmentation processing, obtains multiple phrases；
Clustering is carried out to the multiple phrase, obtains the number that each phrase occurs；
The phrase that frequency of occurrence is exceeded to the preset threshold, as target phrase.
6. the method according to claim 1, wherein each group members are to described in determining the target group
Target phrase and/or target phrase related content refer to number after, the method also includes:
Receive the inquiry request to target members' activity in the group member；
In response to the inquiry request, the group message of the target members is inquired, obtains the group of the target members
Refer to number ranking in the target phrase of preceding default noun in group message；
According to number ranking is referred to, refer to number ranking in the target word of preceding default noun in the group message of displaying target member
Group.
7. a kind of electronic device, including memory and processor, which is characterized in that the memory can be by the place for storing
The group information analysis system that device executes is managed, the group information analysis system includes:
Module is obtained, for obtaining the group information of target group；
First determining module, for determining referring in the group information, number exceeds the phrase of preset threshold, as target
Phrase；
Second determining module, for determining that each group members are to the target phrase the and/or described mesh in the target group
Mark phrase related content refers to number.
8. device according to claim 7, which is characterized in that further include:
Display module, for group members each in determining the target group to the target phrase and/or target phrase phase
After that holds inside the Pass refers to number, at least one of: the target phrase, institute is shown in the chat interface of the target group
It states each group members in target group and number is being referred to the target phrase and/or the target phrase related content.
9. a kind of computer equipment, comprising: memory and processor, which is characterized in that the processor is wanted for perform claim
The step of seeking any one of 1 to 6 the method.
10. a kind of non-volatile computer readable storage medium storing program for executing, is stored thereon with computer instruction, which is characterized in that the finger
Order is performed the step of realizing any one of claims 1 to 6 the method.
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Application publication date: 20190308 |