CN109614548A - Information displaying method, device and storage medium based on service-user number change rate - Google Patents
Information displaying method, device and storage medium based on service-user number change rate Download PDFInfo
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/14—Digital output to display device ; Cooperation and interconnection of the display device with other functional units
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Abstract
The embodiment of the present application provides a kind of information displaying method based on service-user number change rate, device and storage medium, and this method includes that a displaying information is taken out in information aggregate as intended display information from showing；Determine that the intended display information corresponds to the first change rate of number of users of business in the first time period after being demonstrated and the intended display information corresponds to the second change rate of number of users of business in the second time period before being demonstrated；The resource utilization classification of the intended display information is determined according to first change rate of number of users and the second change rate of the number of users；According to the resource utilization classification of the intended display information, it is determined whether retain the intended display information in the displaying information aggregate.The resource utilization for showing information can be improved in the embodiment of the present application, reduces the cost that information is shown.
Description
Technical field
This application involves technical field of data processing, more particularly, to a kind of information exhibition based on service-user number change rate
Show method, apparatus and storage medium.
Background technique
With the development of information technology, by various terminals, service provider can not only provide a user all kinds of services,
Some information (such as advertising information etc.) can also be showed user.For example, by taking bank and other financial mechanism as an example, bank at present
It can be by site display and self-service device, to user's loop play card.However, this information exhibition method is not
In view of the actual demand and interest of user, thus many information shown can not obtain the concern of user, so as to cause institute
It shows that the resource utilization of information is not high, also creates the wasting of resources.Therefore, how to identify and provide funds from numerous displaying information
The high displaying information of source utilization rate is a technical problem to be solved urgently.
Summary of the invention
The embodiment of the present application is designed to provide a kind of information displaying method based on service-user number change rate, device
And storage medium, to improve the resource utilization for showing information.
In order to achieve the above objectives, on the one hand, the embodiment of the present application provides a kind of letter based on service-user number change rate
Cease methods of exhibiting, comprising:
A displaying information is taken out in information aggregate as intended display information from showing；
Determine that the intended display information corresponds to the variation of number of users first of business in the first time period after being demonstrated
Rate and the intended display information correspond to the second change rate of number of users of business in the second time period before being demonstrated；
The intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification；
According to the resource utilization classification of the intended display information, it is determined whether retain in the displaying information aggregate
The intended display information.
On the other hand, the embodiment of the present application has also supplied a kind of device for displaying information based on service-user number change rate, packet
It includes:
Information chooses module, for taking out a displaying information as intended display information from displaying information aggregate；
Change rate determining module, for determining that the intended display information corresponds to industry in the first time period after being demonstrated
The first change rate of number of users of business and the intended display information correspond to the use of business in the second time period before being demonstrated
The second change rate of amount；
Category determination module, for determining institute according to first change rate of number of users and the second change rate of the number of users
State the resource utilization classification of intended display information；
Information adjusts module, for the resource utilization classification according to the intended display information, it is determined whether described
It shows in information aggregate and retains the intended display information.
On the other hand, the embodiment of the present application has also supplied another device for displaying information based on service-user number change rate,
Including memory, processor and the computer program being stored on the memory, the computer program is by the processing
Device executes following steps when running:
A displaying information is taken out in information aggregate as intended display information from showing；
Determine that the intended display information corresponds to the variation of number of users first of business in the first time period after being demonstrated
Rate and the intended display information correspond to the second change rate of number of users of business in the second time period before being demonstrated；
The intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification；
According to the resource utilization classification of the intended display information, it is determined whether retain in the displaying information aggregate
The intended display information.
On the other hand, the embodiment of the present application has also supplied a kind of computer storage medium, is stored thereon with computer program, institute
It states when computer program is executed by processor and performs the steps of
A displaying information is taken out in information aggregate as intended display information from showing；
Determine that the intended display information corresponds to the variation of number of users first of business in the first time period after being demonstrated
Rate and the intended display information correspond to the second change rate of number of users of business in the second time period before being demonstrated；
The intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification；
According to the resource utilization classification of the intended display information, it is determined whether retain in the displaying information aggregate
The intended display information.
As can be seen from the technical scheme provided by the above embodiments of the present application, the embodiment of the present application shows that information is being opened up by analysis
The number of users change rate for showing correspondence business realizes the identification to the resource utilization classification for showing information, and then subsequent
It can be by way of only retaining the high displaying information of resource utilization classification, to improve the utilization of resources for showing information
Rate reduces information and shows cost, and improves user and watch the experience for showing information.
Detailed description of the invention
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The some embodiments recorded in application, for those of ordinary skill in the art, in the premise of not making the creative labor property
Under, it is also possible to obtain other drawings based on these drawings.In the accompanying drawings:
Fig. 1 is the structural block diagram of information display system in one embodiment of the application；
Fig. 2 is the device for displaying information (i.e. displaying server) in one embodiment of the application based on service-user number change rate
Structural block diagram；
Fig. 3 is the method flow diagram of the information displaying method based on service-user number change rate in one embodiment of the application；
Fig. 4 is the device for displaying information (i.e. displaying server) in one embodiment of the application based on service-user number change rate
Structural block diagram.
Specific embodiment
In order to make those skilled in the art better understand the technical solutions in the application, below in conjunction with the application reality
The attached drawing in example is applied, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described implementation
Example is merely a part but not all of the embodiments of the present application.Based on the embodiment in the application, this field is common
The application protection all should belong in technical staff's every other embodiment obtained without creative efforts
Range.
Refering to what is shown in Fig. 1, some embodiment information display systems of the application may include showing client and showing to service
Device.The displaying client can carry out data interaction with the displaying server.For example, the displaying server can be to institute
It states and shows that client sends displaying information, display is exported in the displaying client.
In some embodiments of the application, the displaying client can be self service terminal of bank, display, desk-top
Computer, tablet computer, laptop, smart phone, digital assistants, intelligent wearable device etc..Wherein, intelligence is wearable sets
Standby may include Intelligent bracelet, smartwatch, intelligent glasses, intelligent helmet etc..Certainly, the client is not limited to above-mentioned tool
There is the electronic equipment of certain entity, can also be the client application run in above-mentioned electronic equipment.
In some embodiments of the application, the displaying server can be the electronics with operation and network interaction function
Equipment；Or run in the electronic equipment, the software of service logic is provided for data processing and network interaction.
In some embodiments of the application, refering to what is shown in Fig. 2, showing that server may include that information is chosen module 21, become
Rate determining module 22, category determination module 23 and information adjust module 24.Wherein, information is chosen module 21 and be can be used for from displaying
A displaying information is taken out in information aggregate as intended display information；Change rate determining module 22 can be used for determining the target
Show that information corresponds to the first change rate of number of users and intended display letter of business in the first time period after being demonstrated
Breath corresponds to the second change rate of number of users of business in the second time period before being demonstrated；Category determination module 23 can be used for basis
First change rate of number of users and the second change rate of the number of users determine the resource utilization class of the intended display information
Not；Information adjustment module 24 can be used for the resource utilization classification according to the intended display information, it is determined whether in the exhibition
Show and retains the intended display information in information aggregate.
Show that information in the number of users change rate for showing correspondence business, realizes and believes displaying by analysis as a result,
The identification of the resource utilization classification of breath, so it is subsequent can be by only retaining the side of the high displaying information of resource utilization classification
Formula reduces information and shows cost to improve the resource utilization for showing information.And it for a user, also improves
User watches the experience for showing information.
In some embodiments of the application, show that in information aggregate include multiple preconfigured displaying information, these
Show that information can be text formatting, audio format, video format or extended formatting.In some exemplary embodiments, these
Show that information can be the advertising information of various businesses, such as deposit business advertisement, loan transaction advertisement, finance and money management business are wide
Accuse, etc..It shows that each displaying information in information aggregate may be configured with corresponding identification marking, therefore passes through random, sequence
Or other selection modes, a displaying information to be processed can be selected as intended display information from showing in information aggregate.
In some embodiments of the application, the time span of above-mentioned first time period and second time period can be according to need
It sets, such as can be three months, six months etc..Wherein, if showing that the corresponding business of information has business deadline, on
The time span of the first time period and second time period stated may be set to be consistent with business deadline.For example, showing at one
In example property embodiment, the time limit of a finance services is 12 months, then corresponding above-mentioned first time period and second time period
Time span may be set to be 12 months.
In some embodiments of the application, determine that the intended display information is corresponding in the first time period after being demonstrated
The first change rate of number of users of business may comprise steps of:
1) first time period, is divided into n+1 equally spaced first time sections.For example, by when it is 6 months a length of
First time period be divided into 6 first time sections by monthly, i.e., each first time section when it is 1 month a length of.
2) number of users that business is corresponded in each first time section, is determined.In some embodiments of the application, Mei Ge
The number of users that business is corresponded in one time interval refers to, business corresponding with intended display information has been handled in first time section
Number of users.In some exemplary embodiments, first change rate of number of users can correspond to business to specify in region
All users number of users change rate.In other exemplary embodiments, certain class users (examples of corresponding business are considered
Such as high net value user) may be health service revenue main source, therefore, first change rate of number of users may be specified area
The number of users change rate of the specified class users of business is corresponded in domain.Consider that information is shown often in specific regional scope
It is real in (such as the advertising platform of Beijing's subway system, advertising display terminal of business site of Shanghai City XXX bank, etc.)
It applies, therefore, when corresponding to the number of users of business in each first time section of statistics, is considered as its regional scope.
3), according to the number of users for corresponding to business in each first time section, determine each first time section relative to
First change rate of number of users in its previous first time section, so that obtaining includes the first of n the first change rate of number of users
Change rate set.Wherein, in some embodiments of the application, can determine according to the following formula each first time section relative to
First change rate of number of users in its previous first time section:
Ui=(Si+1-Si)/Si, 1≤i <≤n.
Wherein, UiNumber of users first for i+1 first time section relative to i-th of first time section changes
Rate, Si+1For the number of users for corresponding to business in i+1 first time section, SiTo correspond to business in i-th of first time section
Number of users.To obtain the first change rate set for including n the first change rate of number of users, i.e. U={ U1,U2,…Un}。
It is similar, in some embodiments of the application, the determination intended display information before being demonstrated second
The second change rate of number of users that business is corresponded in period may include:
1) second time period, is divided into m+1 equally spaced second time intervals；
2) number of users that business is corresponded in each second time interval, is determined；
3), according to the number of users for corresponding to business in each second time interval, determine each second time interval relative to
The second change rate of number of users of its previous second time interval, so that obtaining includes the second of m the second change rate of number of users
Change rate set, i.e. V={ V1,V2,…Vm}。
It is described that institute is determined according to the first change rate of number of users and the second change rate of number of users in some embodiments of the application
The resource utilization classification of intended display information is stated, can be realized using any suitable way.Such as:
In one embodiment, described that institute is determined according to first change rate of number of users and the second change rate of the number of users
The resource utilization classification for stating intended display information may include:
If Umax > 0, Vmax > 0, and Umax/Vmax >=a, then confirm that the intended display information belongs to first resource utilization
Rate classification；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification.Wherein, Umax is the first change rate
Maximum value in set, Vmax are the maximum value in the second change rate set, and a is preset threshold, and a > 1.Wherein, first resource
Utilization rate classification can be high resource utilization classification, correspondingly, Secondary resource utilization rate classification can be low-resource utilization rate
Classification.In some cases, number of users of some business itself may be at the natural increase stage, increase to distinguish user
It is long whether to show information-related with illustrating, it is identified using this method.
In another embodiment, described to be determined according to first change rate of number of users and the second change rate of the number of users
The resource utilization classification of the intended display information can also include:
If Umax > 0, Vmax≤0, and Umax+ │ Vmax │ >=b, then confirm that the intended display information belongs to first resource
Utilization rate classification；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification.Wherein, Umax is the first change
Maximum value in rate set, Vmax are the maximum value in the second change rate set, and b is preset threshold, and b > 0.Wherein, first
Resource utilization classification can be high resource utilization classification, correspondingly, Secondary resource utilization rate classification can be low-resource benefit
With rate classification.In some cases, the number of users of some business, which is likely to be at, stablizes the even negative growth stage, for determination
Whether the displaying information of displaying can slow down or reverse the trend of this negative growth, be identified using this method.
In another embodiment, described to be determined according to first change rate of number of users and the second change rate of the number of users
The resource utilization classification of the intended display information can also include:
If Uavg > 0, Vavg > 0, and Uavg/Vavg >=c, then confirm that the intended display information belongs to first resource utilization
Rate classification；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification.Wherein, Uavg is the first change rate
The mean value of all elements in set, Vavg are the mean value of all elements in the second change rate set, and c is preset threshold, and c > 1.
Wherein, first resource utilization rate classification can be high resource utilization classification, correspondingly, Secondary resource utilization rate classification can be
Low-resource utilization rate classification.In some cases, number of users of some business itself may be at the natural increase stage, be
Differentiation user increases whether show information-related with illustrating, and is identified using this method.
In another embodiment, described to be determined according to first change rate of number of users and the second change rate of the number of users
The resource utilization classification of the intended display information can also include:
If Uavg > 0, Vavg≤0, and Uavg- │ Vavg │ >=d, then confirm that the intended display information belongs to first resource
Utilization rate classification；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification.Wherein, Uavg is the first change
The mean value of all elements in rate set, Vavg are the mean value of all elements in the second change rate set, and d is preset threshold, and d
>0.Wherein, first resource utilization rate classification can be high resource utilization classification, correspondingly, Secondary resource utilization rate classification can
To be low-resource utilization rate classification.In some cases, the number of users of some business, which is likely to be at, stablizes even negative growth
Stage, in order to determine whether the displaying information of displaying can slow down or reverse the trend of this negative growth, using this method
It is identified.
In another embodiment, described to be determined according to first change rate of number of users and the second change rate of the number of users
The resource utilization classification of the intended display information can also include:
If p/n >=e, confirm that the intended display information belongs to first resource utilization rate classification；Otherwise, confirm the mesh
Mark shows that information belongs to Secondary resource utilization rate classification.Wherein, p is the number of users first for being greater than Vmax in the first change rate set
The quantity of change rate, Vmax are the maximum value in the second change rate set, and n is that number of users first changes in the first change rate set
The quantity of rate, e are preset threshold, and e > 0.Wherein, first resource utilization rate classification can be high resource utilization classification, accordingly
, Secondary resource utilization rate classification can be low-resource utilization rate classification.
Based on the above embodiment, the resource utilization classification according to intended display information, it is determined whether in the exhibition
If showing, it may include: that the intended display information belongs to first resource utilization rate that the intended display information is retained in information aggregate
Classification then retains the intended display information；Otherwise, the intended display information is deleted from the displaying information aggregate.
In this way, it can make to show in information aggregate and retain the interested displaying information of user as far as possible, to improve exhibition
The resource utilization for showing information reduces information and shows cost.
For convenience of description, it is divided into various units when description apparatus above with function to describe respectively.Certainly, implementing this
The function of each unit can be realized in the same or multiple software and or hardware when application.Such as in some embodiments,
Above-mentioned modules can be further split into multiple submodule or above-mentioned modules can be merged into one or more
A module.And in further embodiments, the displaying client and the displaying server can also be combined into an electronics and set
It is standby, i.e., it is integrated with the function, etc. of above-mentioned displaying client and above-mentioned displaying server on the electronic equipment.
Refering to what is shown in Fig. 4, the device for displaying information based on service-user number change rate of some embodiments of the application can also
It include memory, processor and the computer program being stored on the memory to be, the computer program is described
Processor executes following steps when running:
A displaying information is taken out in information aggregate as intended display information from showing；
Determine that the intended display information corresponds to the variation of number of users first of business in the first time period after being demonstrated
Rate and the intended display information correspond to the second change rate of number of users of business in the second time period before being demonstrated；
The intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification；
According to the resource utilization classification of the intended display information, it is determined whether retain in the displaying information aggregate
The intended display information.
Refering to what is shown in Fig. 3, the information displaying method based on service-user number change rate of other embodiments of the application can
With the following steps are included:
S301, a displaying information is taken out as intended display information from displaying information aggregate.
S302, determine that the intended display information corresponds to the number of users first of business in the first time period after being demonstrated
The number of users second that change rate and the intended display information correspond to business in the second time period before being demonstrated changes
Rate.
S303, determine that the intended display is believed according to first change rate of number of users and the second change rate of the number of users
The resource utilization classification of breath.
S304, according to the resource utilization classification of the intended display information, it is determined whether in the displaying information aggregate
It is middle to retain the intended display information.
Although procedures described above process includes the multiple operations occurred with particular order, it should however be appreciated that understand,
These processes may include more or fewer operations, these operations can be executed sequentially or be executed parallel (such as using parallel
Processor or multi-thread environment).
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
In a typical configuration, calculating equipment includes one or more processors (CPU), input/output interface, net
Network interface and memory.
Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/or
The forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable medium
Example.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method
Or technology come realize information store.Information can be computer readable instructions, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable
Programmable read only memory (EEPROM), flash memory or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM),
Digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage or other magnetic storage devices
Or any other non-transmission medium, can be used for storage can be accessed by a computing device information.As defined in this article, it calculates
Machine readable medium does not include temporary computer readable media (transitory media), such as the data-signal and carrier wave of modulation.
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability
Include, so that process, method or equipment including a series of elements not only include those elements, but also including not having
There is the other element being expressly recited, or further includes for this process, method or the intrinsic element of equipment.Do not having more
In the case where more limitations, the element that is limited by sentence "including a ...", it is not excluded that including process, the side of the element
There is also other identical elements in method or equipment.
It will be understood by those skilled in the art that embodiments herein can provide as method, system or computer program product.
Therefore, complete hardware embodiment, complete software embodiment or embodiment combining software and hardware aspects can be used in the application
Form.It is deposited moreover, the application can be used to can be used in the computer that one or more wherein includes computer usable program code
The shape for the computer program product implemented on storage media (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Formula.
The application can describe in the general context of computer-executable instructions executed by a computer, such as program
Module.Generally, program module includes routines performing specific tasks or implementing specific abstract data types, programs, objects, group
Part, data structure etc..The application can also be practiced in a distributed computing environment, in these distributed computing environments, by
Task is executed by the connected remote processing devices of communication network.In a distributed computing environment, program module can be with
In the local and remote computer storage media including storage equipment.
All the embodiments in this specification are described in a progressive manner, same and similar portion between each embodiment
Dividing may refer to each other, and each embodiment focuses on the differences from other embodiments.Especially for system reality
For applying example, since it is substantially similar to the method embodiment, so being described relatively simple, related place is referring to embodiment of the method
Part explanation.
The above description is only an example of the present application, is not intended to limit this application.For those skilled in the art
For, various changes and changes are possible in this application.All any modifications made within the spirit and principles of the present application are equal
Replacement, improvement etc., should be included within the scope of the claims of this application.
Claims (12)
1. a kind of information displaying method based on service-user number change rate characterized by comprising
A displaying information is taken out in information aggregate as intended display information from showing；
Determine that the intended display information corresponds to the first change rate of number of users of business in the first time period after being demonstrated, with
And the intended display information corresponds to the second change rate of number of users of business in the second time period before being demonstrated；
The resource of the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Utilization rate classification；
According to the resource utilization classification of the intended display information, it is determined whether described in retaining in the displaying information aggregate
Intended display information.
2. the information displaying method as described in claim 1 based on service-user number change rate, which is characterized in that
The number of users first that the determination intended display information corresponds to business in the first time period after being demonstrated changes
Rate, comprising:
The first time period is divided into n+1 equally spaced first time sections；
Determine the number of users that business is corresponded in each first time section；
According to the number of users for corresponding to business in each first time section, determine that each first time section is previous relative to its
First change rate of number of users in first time section, to obtain the first change rate collection comprising n the first change rate of number of users
It closes；
The number of users second that the determination intended display information corresponds to business in the second time period before being demonstrated changes
Rate, comprising:
The second time period is divided into m+1 equally spaced second time intervals；
Determine the number of users that business is corresponded in each second time interval；
According to the number of users for corresponding to business in each second time interval, determine that each second time interval is previous relative to its
The second change rate of number of users of second time interval, to obtain the second change rate collection comprising n the second change rate of number of users
It closes.
3. the information displaying method as claimed in claim 2 based on service-user number change rate, which is characterized in that
It is described that the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification, comprising:
If Umax > 0, Vmax > 0, and Umax/Vmax >=a, then confirm that the intended display information belongs to first resource utilization rate class
Not；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification；
Wherein, Umax is the maximum value in the first change rate set, and Vmax is the maximum value in the second change rate set, and a is pre-
If threshold value, and a > 1.
4. the information displaying method as claimed in claim 2 based on service-user number change rate, which is characterized in that
It is described that the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification, comprising:
If Umax > 0, Vmax≤0, and Umax+ │ Vmax │ >=b, then confirm that the intended display information belongs to first resource utilization
Rate classification；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification；
Wherein, Umax is the maximum value in the first change rate set, and Vmax is the maximum value in the second change rate set, and b is pre-
If threshold value, and b > 0.
5. the information displaying method as claimed in claim 2 based on service-user number change rate, which is characterized in that
It is described that the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification, comprising:
If Uavg > 0, Vavg > 0, and Uavg/Vavg >=c, then confirm that the intended display information belongs to first resource utilization rate class
Not；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification；
Wherein, Uavg is the mean value of all elements in the first change rate set, and Vavg is all elements in the second change rate set
Mean value, c is preset threshold, and c > 1.
6. the information displaying method as claimed in claim 2 based on service-user number change rate, which is characterized in that
It is described that the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification, comprising:
If Uavg > 0, Vavg≤0, and Uavg+ │ Vavg │ >=d, then confirm that the intended display information belongs to first resource utilization
Rate classification；Otherwise, confirm that the intended display information belongs to Secondary resource utilization rate classification；
Wherein, Uavg is the mean value of all elements in the first change rate set, and Vavg is all elements in the second change rate set
Mean value, d is preset threshold, and d > 0.
7. the information displaying method as claimed in claim 2 based on service-user number change rate, which is characterized in that
It is described that the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Resource utilization classification, comprising:
If p/n >=e, confirm that the intended display information belongs to first resource utilization rate classification；Otherwise, confirm the target exhibition
Show that information belongs to Secondary resource utilization rate classification；
Wherein, p is the quantity of the first change rate of number of users in the first change rate set greater than Vmax, and Vmax is the second change rate
Maximum value in set, n are the quantity of the first change rate of number of users in the first change rate set, and e is preset threshold, and e > 0.
8. such as the described in any item information displaying methods based on service-user number change rate of claim 3-7, which is characterized in that
The resource utilization classification according to the intended display information, it is determined whether described in retaining in the displaying information aggregate
Intended display information, comprising:
If the intended display information belongs to first resource utilization rate classification, retain the intended display information.
9. the information displaying method as described in claim 1 based on service-user number change rate, which is characterized in that
The second change rate of first change rate of number of users and the number of users is the specified class that business is corresponded in specified region
The number of users change rate of other user.
10. a kind of device for displaying information based on service-user number change rate characterized by comprising
Information chooses module, for taking out a displaying information as intended display information from displaying information aggregate；
Change rate determining module, for determining that the intended display information corresponds to business in the first time period after being demonstrated
The first change rate of number of users and the intended display information correspond to the number of users of business in the second time period before being demonstrated
Second change rate；
Category determination module, for determining the mesh according to first change rate of number of users and the second change rate of the number of users
Mark shows the resource utilization classification of information；
Information adjusts module, for the resource utilization classification according to the intended display information, it is determined whether in the displaying
Retain the intended display information in information aggregate.
11. a kind of device for displaying information based on service-user number change rate, including memory, processor and it is stored in institute
State the computer program on memory, which is characterized in that following step is executed when the computer program is run by the processor
It is rapid:
A displaying information is taken out in information aggregate as intended display information from showing；
Determine that the intended display information corresponds to the first change rate of number of users of business in the first time period after being demonstrated, with
And the intended display information corresponds to the second change rate of number of users of business in the second time period before being demonstrated；
The resource of the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Utilization rate classification；
According to the resource utilization classification of the intended display information, it is determined whether described in retaining in the displaying information aggregate
Intended display information.
12. a kind of computer storage medium, is stored thereon with computer program, which is characterized in that the computer program is located
Reason device performs the steps of when executing
A displaying information is taken out in information aggregate as intended display information from showing；
Determine that the intended display information corresponds to the first change rate of number of users of business in the first time period after being demonstrated, with
And the intended display information corresponds to the second change rate of number of users of business in the second time period before being demonstrated；
The resource of the intended display information is determined according to first change rate of number of users and the second change rate of the number of users
Utilization rate classification；
According to the resource utilization classification of the intended display information, it is determined whether described in retaining in the displaying information aggregate
Intended display information.
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