CN108388979A - Resource bit traffic operational effect appraisal procedure, storage medium and terminal - Google Patents
Resource bit traffic operational effect appraisal procedure, storage medium and terminal Download PDFInfo
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Abstract
A kind of resource bit traffic operational effect appraisal procedure of present invention offer, storage medium and terminal, to solve the problems, such as that shortage existing in the prior art can assess resource bit traffic operational effect relevant programme.The method includes step：According to the value data of resource bit traffic in the first preset time period of input, several indexs of the operational effect for characterizing the resource bit traffic are generated；According to several indexs of the operational effect of the resource bit traffic and the advance weight for several setup measures, comprehensive score of the resource bit traffic within first preset time period is obtained；Comprehensive score of the resource bit traffic within first preset time period is compared with pre-set threshold value, assesses the operational effect of the resource bit traffic according to the result of the comparison.The embodiment of the present invention can realize the assessment to resource bit traffic operational effect.
Description
Technical field
The present invention relates to field of computer technology, specifically, the present invention relates to a kind of resource bit traffic operational effects to comment
Estimate method, storage medium and terminal.
Background technology
Resource-niche is the main entrance that user watches resource, and the flow that resource is obtained is highly dependent on these resource-niches.
For platform is broadcast live, live streaming platform provides many Resources list positions to main broadcaster, and use is brought to main broadcaster by resource location
Family flow, resource-niche are the main entrances that user watches main broadcaster, and the flow that main broadcaster is obtained is highly dependent on these resource-niches.Money
The operation of source bit traffic is most important, how to evaluate resource bit traffic operational effect, establishes effective model and judges resource bit stream
The quality for measuring operation, is of great significance.But the prior art lacks the related side that can assess resource bit traffic operational effect
Case.
Invention content
The present invention is directed to the shortcomings that existing way, proposes a kind of resource bit traffic operational effect appraisal procedure, storage medium
And terminal, to solve the problems, such as that shortage existing in the prior art can assess resource bit traffic operational effect relevant programme,
To realize the assessment to resource bit traffic operational effect.
The embodiment of the present invention provides a kind of resource bit traffic operational effect appraisal procedure according to the first aspect, packet
Include step：
According to the value data of resource bit traffic in the first preset time period of input, generate for characterizing the resource-niche
Several indexs of the operational effect of flow；
According to several indexs of the operational effect of the resource bit traffic and advance several setup measures for described in
Weight, obtain comprehensive score of the resource bit traffic within first preset time period；
Comprehensive score of the resource bit traffic within first preset time period is compared with pre-set threshold value, root
The operational effect of the resource bit traffic is assessed according to result of the comparison.
Resource bit traffic operational effect appraisal procedure provided in this embodiment, it is special by analyzing resource-niche Flow Value data
Sign, excavates several indexs that can reflect resource bit traffic operational effect, resource bit stream is calculated according to several indexs
Comprehensive score and pre-set threshold value comparison can be realized the assessment of resource bit traffic operational effect, effectively by the comprehensive score of amount
The utilization of resource bit traffic is monitored.
In one embodiment, if several described indexs are divided into Ganlei's index；The weight includes for characterizing
If per the index weights of one kind index significance level in Ganlei's index；
It is described to be set according to several indexs and advance several indexs for described in of the resource bit traffic operational effect
The weight set obtains comprehensive score of the resource bit traffic within first preset time period, including：
If Ganlei's index belonging to determining several described indexs respectively；
If determining in Ganlei's index per the increasing degree of a kind of index；
The increasing degree of every a kind of index is weighted based on the corresponding index weights of every one kind index；
According to the increasing degree of every one kind index after weighting, the resource bit traffic is obtained in first preset time period
Interior comprehensive score.
The present embodiment integrates the synthesis for determining resource bit traffic according to the increasing degree of several indexs of resource bit traffic
Score determines that resource bit traffic there is a situation where to rise or decline inconsistent compared to by single index, and the program can be from
The operational effect for judging resource bit traffic on the whole improves the accuracy of resource bit traffic operational effect assessment.
In one embodiment, first preset time period is divided into the upper of current slot and current slot
One period；Respectively included per one kind index the resource-niche index of current slot, the resource-niche index of a upper period and
The resource-niche page index of current slot；The weight includes longitudinal weight and lateral weight；
If including per the increasing degree of one kind index in Ganlei's index described in the determination：
If a kind of index is obtained from Ganlei's index successively；
According to the resource-niche index of current slot in such index of acquisition and the resource-niche index of a upper period
Difference, the ratio with the resource-niche index of a upper period, obtain longitudinal increasing degree of such index；
Referred to according to the resource-niche index of current slot in such index of acquisition and the resource-niche page of current slot
Target difference, the ratio with the resource-niche page index of current slot, obtain the lateral increasing degree of such index；
Longitudinal increasing degree of such index is weighted based on longitudinal weight, based on lateral weight to such index
Lateral increasing degree is weighted；
It sums with lateral increasing degree to longitudinal increasing degree after weighting, obtains the increasing degree of such index.
In one embodiment, the increasing degree according to every one kind index after weighting, obtains the resource bit traffic
Comprehensive score within first preset time period, including：
To the increasing degree summation per one kind index after weighting, the resource bit traffic is obtained in first preset time
Comprehensive score in section.
In one embodiment, if Ganlei's index includes viewing duration, the business revenue amount of money, next day retention ratio and response
The combination of any type index or arbitrary a few class indexs in rate.
4 class indexs of resource bit traffic operational effect can be reflected by present embodiments providing：Watch duration, the business revenue amount of money,
Next day retention ratio, responsiveness can be reduced by the four classes index on the basis of accurate evaluation resource bit traffic operational effect
Calculation amount.
In one embodiment, the pre-set threshold value determines in the following manner：
According to the value data of several resource bit traffics in the second preset time period of input, generate several for characterizing
Several indexs of a resource bit traffic operational effect；
According to several indexs of several resource bit traffic operational effects and advance several indexs for described in
The weight of setting obtains the comprehensive score of several resource bit traffics within second preset time period；
It averages, obtains pre- to comprehensive score of several the described resource bit traffics within second preset time period
If threshold values.
The present embodiment is determined default by comprehensive score of several resource bit traffics within second preset time period
Threshold values is capable of the operational effect of more accurate evaluation resource bit traffic based on the pre-set threshold value.
In one embodiment, the comprehensive score by the resource bit traffic within first preset time period with
Pre-set threshold value is compared, and assesses the operational effect of the resource bit traffic according to the result of the comparison, including：
If the comprehensive score is more than pre-set threshold value, determine that the operational effect of the resource bit traffic is good；
If the comprehensive score is equal to pre-set threshold value, determine that the operational effect of the resource bit traffic maintains an equal level；
If the comprehensive score is less than pre-set threshold value, determine that the operational effect of the resource bit traffic is poor.
In one embodiment, after the operational effect for assessing the resource bit traffic according to the result of the comparison, also
Including：
Resource in the resource-niche of operational effect difference is adjusted.
For the present embodiment for the adjustment of the resource-niche progress resource of operational effect difference, resource on adjustresources position makes flow
Distribution more rationalize.
The embodiment of the present invention additionally provides a kind of computer readable storage medium, stores thereon according to the second aspect
There is computer program, realizes that the resource bit traffic operational effect as described in above-mentioned any one is commented when which is executed by processor
Estimate method.
Computer readable storage medium provided in this embodiment is excavated by analyzing resource-niche Flow Value data characteristics
Several indexs for going out to reflect resource bit traffic operational effect, the synthesis of resource bit traffic is calculated according to several indexs
Comprehensive score and pre-set threshold value comparison can realize the assessment of resource bit traffic operational effect by score, effective monitoring money
The utilization of source bit traffic.
The embodiment of the present invention additionally provides a kind of terminal, the terminal includes according in terms of third：
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors so that one or more of processing
Device realizes the resource bit traffic operational effect appraisal procedure described in above-mentioned any one.
Terminal provided in this embodiment, by analyzing resource-niche Flow Value data characteristics, resource can be reflected by excavating
Several indexs of bit traffic operational effect, the comprehensive score of resource bit traffic is calculated according to several indexs, will be comprehensive
Point and pre-set threshold value comparison can realize the assessment of resource bit traffic operational effect, the effective monitoring profit of resource bit traffic
With.
The additional aspect of the present invention and advantage will be set forth in part in the description, these will become from the following description
Obviously, or practice through the invention is recognized.
Description of the drawings
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, wherein：
Fig. 1 is the flow diagram of the resource bit traffic operational effect appraisal procedure of one embodiment of the invention；
Fig. 2 is the structural schematic diagram of the terminal of a specific embodiment of the invention.
Specific implementation mode
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, and is only used for explaining the present invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singulative " one " used herein, " one
It is a ", " described " and "the" may also comprise plural form.It is to be further understood that is used in the specification of the present invention arranges
It refers to there are the feature, integer, step, operation, element and/or component, but it is not excluded that presence or addition to take leave " comprising "
Other one or more features, integer, step, operation, element, component and/or their group.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific terminology), there is meaning identical with the general understanding of the those of ordinary skill in fields of the present invention.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless by specific definitions as here, the meaning of idealization or too formal otherwise will not be used
To explain.
It includes wireless communication that those skilled in the art of the present technique, which are appreciated that " terminal " used herein above, " terminal device " both,
The equipment of number receiver, only has the equipment of the wireless signal receiver of non-emissive ability, and includes receiving and transmitting hardware
Equipment, have on bidirectional communication link, can execute two-way communication reception and emit hardware equipment.This equipment
May include：Honeycomb or other communication equipments are shown with single line display or multi-line display or without multi-line
The honeycomb of device or other communication equipments；PCS (Personal Communications Service, PCS Personal Communications System), can
With combine voice, data processing, fax and/or communication ability；PDA (Personal Digital Assistant, it is personal
Digital assistants), may include radio frequency receiver, pager, the Internet/intranet access, web browser, notepad, day
It goes through and/or GPS (Global Positioning System, global positioning system) receiver；Conventional laptop and/or palm
Type computer or other equipment, have and/or the conventional laptop including radio frequency receiver and/or palmtop computer or its
His equipment." terminal " used herein above, " terminal device " they can be portable, can transport, be mounted on the vehicles (aviation,
Sea-freight and/or land) in, or be suitable for and/or be configured in local runtime, and/or with distribution form, operate in the earth
And/or any other position operation in space." terminal " used herein above, " terminal device " can also be communication terminal, on
Network termination, music/video playback terminal, such as can be PDA, MID (Mobile Internet Device, mobile Internet
Equipment) and/or mobile phone with music/video playing function, can also be the equipment such as smart television, set-top box.
As shown in Figure 1, the flow diagram of the resource bit traffic operational effect appraisal procedure for an embodiment, this method packet
Include step：
S110, according to the value data of resource bit traffic in the first preset time period of input, generate described for characterizing
Several indexs of the operational effect of resource bit traffic.
First preset time period can be determined according to actual needs, such as the first preset time period was set as nearest
Two weeks.Resource-niche refers to the list position of showing resource on APP (Application, application program) page, for example, protruding canine teeth is broadcast live
Resource-niche on platform APP refers to the list position of displaying main broadcaster on the page of protruding canine teeth live streaming platform APP.Resource bit traffic refers to
User volume is exposed on resource-niche.Value data are used to weigh the quality of resource-niche operation, and optionally, value data include resource-niche
The user of click, resource-niche expose user etc..
After the value data for obtaining resource bit traffic, by analyzing resource-niche Flow Value data characteristics, excavating can
Reflect several indexs of resource bit traffic operational effect.In one embodiment, several described indexs are divided into several
Class index refers to if Ganlei's index includes any type watched in duration, the business revenue amount of money, next day retention ratio and responsiveness
The combination of mark or arbitrary a few class indexs, specifically, first preset time period be divided into current slot and current
The upper period of period respectively included the resource-niche index of current slot, the resource of a upper period per one kind index
The resource-niche page index of position index and current slot.Wherein, the resource-niche page refers to each resource-niche on each pages of APP
Whole synthesis, for example, the resource-niche page is the whole summation that each resource-niche on each pages of platform APP is broadcast live in protruding canine teeth.
A specific example platform is broadcast live illustrates.According to user in the Data Representation of resource-niche, energy is excavated
Effectively 4 class indexs of reflection resource bit traffic operational effect include 3 indexs per one kind index, that is, share 12 indexs.12
Index is specially：Resource-niche this week, retention ratio next day, this week resource-niche responsiveness, this week resource-niche viewing duration, this week resource
The position business revenue amount of money, resource-niche last week next day retention ratio, resource-niche responsiveness last week, resource-niche viewing last week duration, resource last week
The position business revenue amount of money, page this week, retention ratio next day, this week page response rate, this week page viewing duration, this week page business revenue gold
Volume.This little index is respectively after user enters the page, if has carried out response operation to resource-niche, user exists after clicking operation
Main broadcaster watches duration, and user retains situation, and the paid cases of follow-up main broadcaster in main broadcaster, carries out the reality for portraying resource bit traffic
Operational effect.Index is as shown in table 1 below：
12 indexs that table 1 generates
S120, according to several indexs of the operational effect of the resource bit traffic and be in advance several described indexs
The weight of setting obtains comprehensive score of the resource bit traffic within first preset time period.
It is in advance several described setup measures weights.The mode that weight is arranged has very much, with reference to two embodiments
It illustrates.It should be appreciated that the present invention is not restricted to the mode of following setting weights.
In one embodiment, if the weight includes for characterizing in Ganlei's index per a kind of index significance level
Index weights.Each stage business can be considered in specific setting target weight to require resource bit traffic operational effect,
I.e. with the development trend of business and the requirement of resource bit traffic operational effect, the adjustment of index weights is flexibly carried out.
It is illustrated with a specific example.Assuming that business more stresses the retention of user at this stage, then next day retention ratio and
The index weights coefficient highest of duration is watched, business revenue amount of money weight is minimum, specifically, the index weights of all kinds of indexs such as 2 institute of table
Show：
The index weights of 2 all kinds of indexs of table
| Index | Weight coefficient |
| Next day retention ratio | 1.2 |
| Watch duration | 1 |
| Responsiveness | 0.8 |
| The business revenue amount of money | 0.4 |
In another embodiment, the weight includes longitudinal weight and lateral weight.Wherein, longitudinal is current slot
It is compared with upper time segment data, is laterally the comparison of single resource-niche and resource-niche page entirety.In the longitudinal power of specific setting
The fluctuation of data comparison result can be considered when weight and lateral weight.
It is illustrated with a specific example.Live broadcast service generally has apparent fluctuation in festivals or holidays, but in same period
Single resource-niche and the comparison of overall page resource-niche are generally not present big fluctuation, therefore the weight of across comparison becomes apparent from.Institute
As shown in table 3 below, lateral weight can be set to 2, longitudinal weight is set as 1.
The longitudinal weight of table 3 and lateral weight
| Vertically and horizontally | Weight coefficient |
| Laterally | 2 |
| It is longitudinal | 1 |
After several setup measures weights, several indexs based on the resource bit traffic operational effect and setting
Weight, so that it may to obtain comprehensive score of the resource bit traffic within first preset time period.
S130, comprehensive score of the resource bit traffic within first preset time period and pre-set threshold value are compared
Compared with assessing the operational effect of the resource bit traffic according to the result of the comparison.
Comprehensive score of each resource bit traffic within the first preset time period can be obtained through the above way, it will be each
A comprehensive score is compared with pre-set threshold value respectively, so that it may to obtain the operational effect of each resource bit traffic.
For the present embodiment by analyzing resource-niche Flow Value data characteristics, excavating can reflect that resource bit traffic operation is imitated
Several indexs of fruit, the comprehensive score of resource bit traffic is calculated according to several indexs, by comprehensive score and pre-set threshold value
Comparison can realize the assessment of resource bit traffic operational effect, the effective monitoring utilization of resource bit traffic.
In order to judge the operational effect of resource bit traffic on the whole, the accurate of resource bit traffic operational effect assessment is improved
Property, in one embodiment, if described several indexs according to the resource bit traffic operational effect and be described in advance
The weight of dry setup measures, obtains comprehensive score of the resource bit traffic within first preset time period, including：
If Ganlei's index belonging to several indexs difference described in S1201, determination.
Determine that each index belongs to that a kind of index according to the title of each index, for example, page next day this week is stayed
The rate of depositing belongs to next day retention ratio class index.
If per the increasing degree of a kind of index in Ganlei's index described in S1202, determination.
For every a kind of index, the increasing degree of such index is calculated separately.In one embodiment, if described in the determination
Include per the increasing degree of one kind index in Ganlei's index：
If a kind of index is obtained from Ganlei's index successively；
According to the resource-niche index of current slot in such index of acquisition and the resource-niche index of a upper period
Difference, the ratio with the resource-niche index of a upper period, obtain longitudinal increasing degree of such index；
Referred to according to the resource-niche index of current slot in such index of acquisition and the resource-niche page of current slot
Target difference, the ratio with the resource-niche page index of current slot, obtain the lateral increasing degree of such index；
Longitudinal increasing degree of such index is weighted based on longitudinal weight, based on lateral weight to such index
Lateral increasing degree is weighted；
It sums with lateral increasing degree to longitudinal increasing degree after weighting, obtains the increasing degree of such index.
The present embodiment is compared from laterally single resource-niche data and overall page data respectively, longitudinal surrounding time section
Data are compared, and obtain the increasing degree of every a kind of index, specifically, the increasing degree per class index is real using following formula
It is existing：
(resource-niche of a resource-niche index-upper period for current slot refers to the increasing degree of index=longitudinal direction weight *
Mark)/upper period resource-niche index+transverse direction weight * (resources of resource-niche index-current slot of current slot
Position page index)/current slot resource-niche page index.
It should be appreciated that the present invention is not restricted to determine the increasing degree of every a kind of index using aforesaid way, user is also
Other calculations can be used as needed, for example, lateral increasing degree or longitudinal increasing degree can be only considered, by this
Lateral increasing degree or longitudinal increasing degree directly as every a kind of index increasing degree, alternatively, obtaining lateral increasing degree
After longitudinal increasing degree, other form of calculation except summation is taken to determine the increasing degree etc. per a kind of index.
S1203, the increasing degree of every a kind of index is weighted based on the corresponding index weights of every one kind index.
The increasing degree of every a kind of index is weighted and will be weighed with corresponding index per the increasing degree of a kind of index
It is multiplied again.For example, certain corresponding index weights of one kind index is w1, the increasing degree of such index is x1, then weighting is
It is that w1 is multiplied with x1.
S1204, according to after weighting per one kind index increasing degree, it is preset described first to obtain the resource bit traffic
Comprehensive score in period.
After obtaining the increasing degree of every a kind of index, so that it may to calculate resource bit traffic within the first preset time period
Comprehensive score.For example, in one embodiment, the increasing degree according to every one kind index after weighting obtains the resource
Comprehensive score of the bit traffic within first preset time period, including：To summing per the increasing degree of one kind index after weighting,
Obtain comprehensive score of the resource bit traffic within first preset time period.The increasing degree of all class indexs is asked
With obtain comprehensive score of the resource bit traffic within the first preset time period.
It should be appreciated that the present invention is not limited to obtain comprehensive score by the way of summation, user can also be according to reality
Border needs to use other calculations, for example, the increasing degree quadrature etc. to every one kind index after weighting.
For the operational effect of more accurate evaluation resource bit traffic, in one embodiment, the pre-set threshold value passes through
Following manner determines：
According to the value data of several resource bit traffics in the second preset time period of input, generate several for characterizing
Several indexs of a resource bit traffic operational effect；
According to several indexs of several resource bit traffic operational effects and advance several indexs for described in
The weight of setting obtains the comprehensive score of several resource bit traffics within second preset time period；
It averages, obtains pre- to comprehensive score of several the described resource bit traffics within second preset time period
If threshold values.
In the present embodiment, the second preset time period can be set according to actual needs, such as the second preset time period
For nearest half a year.Determine the realization method of the mode of index and the calculating process and step S110 and step S120 of comprehensive score
Identical, it will not be described here.Comprehensive score of all resource bit traffics in the second preset time period is found out, it will be all comprehensive
Divide and is averaged, average value, that is, pre-set threshold value.
In one embodiment, the comprehensive score by the resource bit traffic within first preset time period with
Pre-set threshold value is compared, and assesses the operational effect of the resource bit traffic according to the result of the comparison, including：
If the comprehensive score is more than pre-set threshold value, determine that the operational effect of the resource bit traffic is good；
If the comprehensive score is equal to pre-set threshold value, determine that the operational effect of the resource bit traffic maintains an equal level；
If the comprehensive score is less than pre-set threshold value, determine that the operational effect of the resource bit traffic is poor.
In the present embodiment, the comprehensive score and pre-set threshold value of each resource-niche are compared, and are more than threshold values, resource bit traffic
Operational effect is good, is less than threshold values, and resource bit traffic operational effect is poor, identical as threshold values, then resource bit traffic operational effect maintains an equal level.
It is in one embodiment, described to assess the resource according to the result of the comparison in order to realize the reasonable distribution of flow
After the operational effect of bit traffic, further include：Resource in the resource-niche of operational effect difference is adjusted.The mode of adjustment has
Very much, for example, the resource in the resource-niche of operational effect difference to be replaced with to the resource etc. that can be brought compared with various flow.
In order to better understand the present invention, with reference to a specific embodiment to the realization process of the method for the present invention and
The technique effect reached is introduced.
In a specific embodiment, resource bit traffic operational effect appraisal procedure includes step：
S1, value data of the resource bit traffic at nearest 2 weeks in live streaming platform APP, analysis resource-niche Flow Value are obtained
Data characteristics excavates 12 indexs that can reflect resource bit traffic operational effect, specially：Resource-niche next day this week retains
Rate a1, this week resource-niche responsiveness b1, this week resource-niche viewing duration c1, this week resource-niche business revenue amount of money d1, resource-niche last week
Next day retention ratio a2, resource-niche responsiveness b2 last week, resource-niche viewing duration c2 last week, resource-niche business revenue amount of money d2 last week, sheet
All page next day retention ratio a3, this week page response rate b3, this week page viewing duration c3, this week page business revenue amount of money d3；
S2, by this 12 indexs using relative mistake away from and method, find out final comprehensive score, specially：
F=1.2* (1* (a1-a2)/a2+2* (a1-a3)/a3)+
1*(1*(b1-b2)/b2+2*(b1-b3)/b3)+
0.8*(1*(c1-c2)/c2+2*(c1-c3)/c3)+
1*(1*(d1-d2)/d2+2*(d1-d3)/d3)
That is F=∑s index weights * (longitudinal weight * (this week resource-niche index-last week resource-niche index)/last week resource-niches
Index+transverse direction weight * (this week resource-niche index-this week page index)/this week page index).
S3, pre-set threshold value is made according to the historical data of live streaming platform APP nearest half a year, by comprehensive score and default valve
Value compares the quality for obtaining resource bit traffic operational effect.
Method provided in this embodiment is applied to live streaming mobile terminal homepage resource bit traffic operational effect monitoring, is led to weekly
The quality of mail or other manner informing business side resource bit traffic operational effect is crossed, business is helped to carry out resource bit traffic fortune
Effective operating of battalion makes the utilization of business effective monitoring resource bit traffic, and is directed to bad resource-niche, can also replace
The main broadcaster that this resource-niche is promoted, can make viewing duration and the retention ratio sustainable growth of homepage entirety.
The embodiment of the present invention also provides a kind of computer readable storage medium, is stored thereon with computer program, the program
The resource bit traffic operational effect appraisal procedure described in above-mentioned any one is realized when being executed by processor.The storage medium packet
It includes but is not limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM and magneto-optic disk), ROM (Read-Only
Memory, read-only memory), RAM (Random AcceSS Memory, immediately memory), EPROM (EraSable
Programmable Read-Only Memory, Erarable Programmable Read only Memory), EEPROM (Electrically
EraSable Programmable Read-Only Memory, Electrically Erasable Programmable Read-Only Memory), flash memory, magnetic card
Or light card.It is, storage medium include by equipment (for example, computer) in the form of it can read storage or transmission information
Any medium.Can be read-only memory, disk or CD etc..
The embodiment of the present invention also provides a kind of terminal, and the terminal includes：
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors so that one or more of processing
Device realizes the resource bit traffic operational effect appraisal procedure as described in above-mentioned any one.
As shown in Fig. 2, for convenience of description, illustrating only and the relevant part of the embodiment of the present invention, particular technique details
It does not disclose, please refers to present invention method part.The terminal can be include mobile phone, tablet computer, PDA
(Personal Digital Assistant, personal digital assistant), POS (Point of Sales, point-of-sale terminal), vehicle mounted electric
The arbitrary terminal device such as brain, by taking terminal is mobile phone as an example：
Fig. 2 shows be block diagram with the part-structure of the relevant mobile phone of terminal provided in an embodiment of the present invention.Reference chart
2, mobile phone includes：Radio frequency (Radio Frequency, RF) circuit 1510, memory 1520, input unit 1530, display unit
1540, sensor 1550, voicefrequency circuit 1560, Wireless Fidelity (wireless fidelity, Wi-Fi) module 1570, processor
The components such as 1580 and power supply 1590.It will be understood by those skilled in the art that handset structure shown in Figure 2 is not constituted pair
The restriction of mobile phone may include either combining certain components or different component cloth than illustrating more or fewer components
It sets.
Each component parts of mobile phone is specifically introduced with reference to Fig. 2：
RF circuits 1510 can be used for receiving and sending messages or communication process in, signal sends and receivees, particularly, by base station
After downlink information receives, handled to processor 1580；In addition, the data for designing uplink are sent to base station.In general, RF circuits
1510 include but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier (Low Noise
Amplifier, LNA), duplexer etc..In addition, RF circuits 1510 can also be logical with network and other equipment by radio communication
Letter.Above-mentioned wireless communication can use any communication standard or agreement, including but not limited to global system for mobile communications (Global
System of Mobile communication, GSM), general packet radio service (General Packet Radio
Service, GPRS), CDMA (Code Division Multiple Access, CDMA), wideband code division multiple access
(Wideband Code Division Multiple Access, WCDMA), long term evolution (Long Term Evolution,
LTE), Email, short message service (Short Messaging Service, SMS) etc..
Memory 1520 can be used for storing software program and module, and processor 1580 is stored in memory by operation
1520 software program and module, to execute various function application and the data processing of mobile phone.Memory 1520 can be led
To include storing program area and storage data field, wherein storing program area can storage program area, needed at least one function
Application program (such as resource bit traffic operational effect evaluation function etc.) etc.；Storage data field can be stored uses institute according to mobile phone
Data (such as index, comprehensive score etc.) of establishment etc..In addition, memory 1520 may include high-speed random access memory,
Can also include nonvolatile memory, a for example, at least disk memory, flush memory device or other volatile solid-states are deposited
Memory device.
Input unit 1530 can be used for receiving the number or character information of input, and generate with the user setting of mobile phone with
And the related key signals input of function control.Specifically, input unit 1530 may include touch panel 1531 and other inputs
Equipment 1532.Touch panel 1531, also referred to as touch screen collect user on it or neighbouring touch operation (such as user
Use the behaviour of any suitable object or attachment such as finger, stylus on touch panel 1531 or near touch panel 1531
Make), and corresponding attachment device is driven according to preset formula.Optionally, touch panel 1531 may include touch detection
Two parts of device and touch controller.Wherein, the touch orientation of touch detecting apparatus detection user, and detect touch operation band
The signal come, transmits a signal to touch controller；Touch controller receives touch information from touch detecting apparatus, and by it
It is converted into contact coordinate, then gives processor 1580, and order that processor 1580 is sent can be received and executed.In addition,
The multiple types such as resistance-type, condenser type, infrared ray and surface acoustic wave may be used and realize touch panel 1531.In addition to touch surface
Plate 1531, input unit 1530 can also include other input equipments 1532.Specifically, other input equipments 1532 may include
But in being not limited to physical keyboard, function key (such as volume control button, switch key etc.), trace ball, mouse, operating lever etc.
It is one or more.
Display unit 1540 can be used for showing information input by user or be supplied to user information and mobile phone it is each
Kind menu.Display unit 1540 may include display panel 1541, optionally, liquid crystal display (Liquid may be used
Crystal Display, LCD), the forms such as Organic Light Emitting Diode (Organic Light-Emitting Diode, OLED)
To configure display panel 1541.Further, touch panel 1531 can cover display panel 1541, when touch panel 1531 detects
To processor 1580 on it or after neighbouring touch operation, is sent to determine the type of touch event, it is followed by subsequent processing device
1580 provide corresponding visual output according to the type of touch event on display panel 1541.Although in fig. 2, touch panel
1531 be to realize input and the input function of mobile phone as two independent components with display panel 1541, but in certain realities
Apply in example, can be integrated by touch panel 1531 and display panel 1541 and that realizes mobile phone output and input function.
Mobile phone may also include at least one sensor 1550, such as optical sensor, motion sensor and other sensors.
Specifically, optical sensor may include ambient light sensor and proximity sensor, wherein ambient light sensor can be according to ambient light
Light and shade adjust the brightness of display panel 1541, proximity sensor can close display panel when mobile phone is moved in one's ear
1541 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (generally three axis) and add
The size of speed can detect that size and the direction of gravity when static, can be used to identify application (such as the horizontal/vertical screen of mobile phone posture
Switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap) etc.；Also as mobile phone
The other sensors such as configurable gyroscope, barometer, hygrometer, thermometer, infrared sensor, details are not described herein.
Voicefrequency circuit 1560, loud speaker 1561, microphone 1562 can provide the audio interface between user and mobile phone.Audio
The transformed electric signal of the audio data received can be transferred to loud speaker 1561, is converted by loud speaker 1561 by circuit 1560
It is exported for vocal print signal；On the other hand, the vocal print signal of collection is converted to electric signal by microphone 1562, by voicefrequency circuit 1560
Audio data is converted to after reception, then by after the processing of audio data output processor 1580, through RF circuits 1510 to be sent to ratio
Such as another mobile phone, or audio data is exported to memory 1520 to be further processed.
Wi-Fi belongs to short range wireless transmission technology, and mobile phone can help user's transceiver electronics by Wi-Fi module 1570
Mail, browsing webpage and access streaming video etc., it has provided wireless broadband internet to the user and has accessed.Although Fig. 2 shows
Wi-Fi module 1570, but it is understood that, and it is not belonging to must be configured into for mobile phone, completely it can exist as needed
Do not change in the range of the essence of invention and omits.
Processor 1580 is the control centre of mobile phone, using the various pieces of various interfaces and connection whole mobile phone,
By running or execute the software program and/or module that are stored in memory 1520, and calls and be stored in memory 1520
Interior data execute the various functions and processing data of mobile phone, to carry out integral monitoring to mobile phone.Optionally, processor
1580 may include one or more processing units；Preferably, processor 1580 can integrate application processor and modulation /demodulation processing
Device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is mainly located
Reason wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 1580.
Mobile phone further includes the power supply 1590 (such as battery) powered to all parts, it is preferred that power supply can pass through power supply
Management system and processor 1580 are logically contiguous, to realize management charging, electric discharge and power consumption pipe by power-supply management system
The functions such as reason.
Although being not shown, mobile phone can also include camera, bluetooth module etc., and details are not described herein.
Above-mentioned resource bit traffic operational effect appraisal procedure, storage medium and terminal, by analyzing resource bit traffic valence
Value Data feature is excavated several indexs that can reflect resource bit traffic operational effect, is calculated according to several indexs
Comprehensive score and pre-set threshold value comparison can be realized commenting for resource bit traffic operational effect by the comprehensive score of resource bit traffic
Estimate, the effective monitoring utilization of resource bit traffic.In addition, can be carried out to the resource-niche of operational effect difference by the monitored results
The adjustment of resource makes the distribution of flow more rationalize.
It should be understood that although each step in the flow chart of attached drawing is shown successively according to the instruction of arrow,
These steps are not that the inevitable sequence indicated according to arrow executes successively.Unless expressly stating otherwise herein, these steps
Execution there is no stringent sequences to limit, can execute in the other order.Moreover, at least one in the flow chart of attached drawing
Part steps may include that either these sub-steps of multiple stages or stage are not necessarily in synchronization to multiple sub-steps
Completion is executed, but can be executed at different times, execution sequence is also not necessarily to be carried out successively, but can be with other
Either the sub-step of other steps or at least part in stage execute step in turn or alternately.
The above is only some embodiments of the present invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of resource bit traffic operational effect appraisal procedure, which is characterized in that including step：
According to the value data of resource bit traffic in the first preset time period of input, generate for characterizing the resource bit traffic
Operational effect several indexs；
According to several indexs of the operational effect of the resource bit traffic and the advance power for several setup measures
Weight, obtains comprehensive score of the resource bit traffic within first preset time period；
Comprehensive score of the resource bit traffic within first preset time period is compared with pre-set threshold value, according to than
Compared with outcome evaluation described in resource bit traffic operational effect.
2. resource bit traffic operational effect appraisal procedure according to claim 1, which is characterized in that several described indexs
If being divided into Ganlei's index；If the weight includes for characterizing in Ganlei's index per the finger of a kind of index significance level
Mark weight；
Described several indexs according to the resource bit traffic operational effect and be in advance several setup measures
Weight obtains comprehensive score of the resource bit traffic within first preset time period, including：
If Ganlei's index belonging to determining several described indexs respectively；
If determining in Ganlei's index per the increasing degree of a kind of index；
The increasing degree of every a kind of index is weighted based on the corresponding index weights of every one kind index；
According to the increasing degree of every one kind index after weighting, the resource bit traffic is obtained within first preset time period
Comprehensive score.
3. resource bit traffic operational effect appraisal procedure according to claim 2, which is characterized in that it is described first it is preset when
Between section be divided into upper period of current slot and current slot；Current slot is respectively included per one kind index
Resource-niche index, the resource-niche page index of the resource-niche index of a upper period and current slot；The weight packet
Include longitudinal weight and lateral weight；
If including per the increasing degree of one kind index in Ganlei's index described in the determination：
If a kind of index is obtained from Ganlei's index successively；
According to the difference of the resource-niche index of current slot and the resource-niche index of a upper period in such index of acquisition,
With the ratio of the resource-niche index of a upper period, longitudinal increasing degree of such index was obtained；
According to the resource-niche index of current slot in such index of acquisition and the resource-niche page index of current slot
Difference, the ratio with the resource-niche page index of current slot, obtain the lateral increasing degree of such index；
Longitudinal increasing degree of such index is weighted based on longitudinal weight, based on lateral weight to the transverse direction of such index
Increasing degree is weighted；
It sums with lateral increasing degree to longitudinal increasing degree after weighting, obtains the increasing degree of such index.
4. resource bit traffic operational effect appraisal procedure according to claim 2, which is characterized in that it is described according to weighting after
Per the increasing degree of one kind index, comprehensive score of the resource bit traffic within first preset time period is obtained, including：
To the increasing degree summation per one kind index after weighting, the resource bit traffic is obtained within first preset time period
Comprehensive score.
5. resource bit traffic operational effect appraisal procedure according to claim 2, which is characterized in that if Ganlei's index
Including in viewing duration, the business revenue amount of money, next day retention ratio and responsiveness any type index or arbitrary a few class indexs
Combination.
6. the resource bit traffic operational effect appraisal procedure according to claim 1 to 5 any one, which is characterized in that institute
Pre-set threshold value is stated to determine in the following manner：
According to the value data of several resource bit traffics in the second preset time period of input, generate for characterizing several moneys
Several indexs of source bit traffic operational effect；
According to several indexs of several resource bit traffic operational effects and advance several setup measures for described in
Weight, obtain the comprehensive score of several resource bit traffics within second preset time period；
It averages to comprehensive score of several the described resource bit traffics within second preset time period, obtains default valve
Value.
7. the resource bit traffic operational effect appraisal procedure according to claim 1 to 5 any one, which is characterized in that institute
It states and is compared comprehensive score of the resource bit traffic within first preset time period with pre-set threshold value, according to comparing
Outcome evaluation described in resource bit traffic operational effect, including：
If the comprehensive score is more than pre-set threshold value, determine that the operational effect of the resource bit traffic is good；
If the comprehensive score is equal to pre-set threshold value, determine that the operational effect of the resource bit traffic maintains an equal level；
If the comprehensive score is less than pre-set threshold value, determine that the operational effect of the resource bit traffic is poor.
8. resource bit traffic operational effect appraisal procedure according to claim 7, which is characterized in that described according to comparing
After the operational effect of resource bit traffic described in outcome evaluation, further include：
Resource in the resource-niche of operational effect difference is adjusted.
9. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is held by processor
Resource bit traffic operational effect appraisal procedure as claimed in any of claims 1 to 8 in one of claims is realized when row.
10. a kind of terminal, which is characterized in that the terminal includes：
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors so that one or more of processors are real
Now resource bit traffic operational effect appraisal procedure as claimed in any of claims 1 to 8 in one of claims.
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Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140101101A1 (en) * | 2012-10-09 | 2014-04-10 | International Business Machines Corporation | Relaxed anchor validation in a distributed synchronization environment |
| CN106791901A (en) * | 2016-12-15 | 2017-05-31 | Tcl集团股份有限公司 | A kind of direct broadcast band sort method and its device |
-
2018
- 2018-02-01 CN CN201810102894.3A patent/CN108388979A/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140101101A1 (en) * | 2012-10-09 | 2014-04-10 | International Business Machines Corporation | Relaxed anchor validation in a distributed synchronization environment |
| CN106791901A (en) * | 2016-12-15 | 2017-05-31 | Tcl集团股份有限公司 | A kind of direct broadcast band sort method and its device |
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