CN109213651A - A kind of object monitor method and device, electronic equipment - Google Patents
A kind of object monitor method and device, electronic equipment Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
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- G06F11/3065—Monitoring arrangements determined by the means or processing involved in reporting the monitored data
- G06F11/3072—Monitoring arrangements determined by the means or processing involved in reporting the monitored data where the reporting involves data filtering, e.g. pattern matching, time or event triggered, adaptive or policy-based reporting
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- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0633—Lists, e.g. purchase orders, compilation or processing
- G06Q30/0635—Processing of requisition or of purchase orders
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Abstract
The application provides a kind of object monitor method and device, electronic equipment and computer readable storage medium.Wherein, the monitored object characteristic information of any time period before object monitor method includes: monitored object characteristic information and present period according to present period, determines the monitored object information of present period；Determine the corresponding threshold range of monitored object information of present period；Monitored object information based on present period and the relationship between threshold range generate the monitored results about monitored object.The embodiment of the present application can cope with the natural increase of order volume well, particularly with the business of some fast developments not need that monitoring parameter is continually manually set, monitoring effect is good.
Description
Technical field
This application involves Computer Control Technology field more particularly to a kind of object monitor method and devices, electronic equipment
And computer readable storage medium.
Background technique
With the development of internet technology, online shopping using increasingly extensive, the online order amount of businessman obtains quick-fried
The growth of fried property, the processing pressure of server also come one after another.In order to meet the good experience of user's online shopping, to ordering online
Single quick importance handled immediately is increasingly prominent, therefore also becomes the data monitoring of online order and processing when business
It is anxious.
In the prior art, use order absolute magnitude as data monitoring index.But it is monitored based on order absolute magnitude
Method can not cope with the natural increase of order volume, especially the business of some fast developments is needed that monitoring is continually manually set
Parameter, monitoring effect are poor.
Summary of the invention
In view of this, the application provides a kind of object monitor method and device, electronic equipment and computer-readable storage medium
Matter, to improve monitoring effect.
Specifically, the application is achieved by the following technical solution:
According to the first aspect of the embodiments of the present disclosure, a kind of object monitor method is provided, comprising:
According to the monitored object feature letter of any time period before the monitored object characteristic information and present period of present period
Breath, determines the monitored object information of the present period；
Determine the corresponding threshold range of monitored object information of the present period；
Relationship between monitored object information and the threshold range based on the present period is generated about the prison
Control the monitored results of object.
According to the second aspect of an embodiment of the present disclosure, a kind of object monitor device is provided, comprising:
First determining module, for any time period before the monitored object characteristic information and present period according to present period
Monitored object characteristic information, determine the monitored object information of the present period；
Second determining module, for determining the monitored object information of the determining present period of first determining module
Corresponding threshold range；
Generation module, the monitored object information of the present period for being determined based on first determining module and institute
The relationship between the threshold range that the second determining module determines is stated, the monitored results about the monitored object are generated.
According to the third aspect of an embodiment of the present disclosure, a kind of computer readable storage medium is provided, the storage medium is deposited
Computer program is contained, the computer program is for executing above-mentioned object monitor method.
According to a fourth aspect of embodiments of the present disclosure, a kind of electronic equipment is provided, including memory, processor and is stored in
On memory and the computer program that can run on a processor, the processor realize above-mentioned object prison when executing described program
Prosecutor method.
The technical scheme provided by this disclosed embodiment can include the following benefits: pass through the prison according to present period
The monitored object characteristic information of any time period determines the prison of the present period before control characteristics of objects information and present period
Object information is controlled, the monitored object information is then based on and generates monitored results, the natural increase of order volume can be coped with well,
It particularly with the business of some fast developments does not need that monitoring parameter is continually manually set, monitoring effect is good.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The disclosure can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows and meets implementation of the invention
Example, and be used to explain the principle of the present invention together with specification.
Fig. 1 is a kind of flow chart of object monitor method shown in one exemplary embodiment of the application；
Fig. 2A is that a kind of monitored object information of determining present period shown in one exemplary embodiment of the application is corresponding
The flow chart of threshold range；
Fig. 2 B is that the another kind shown in one exemplary embodiment of the application determines that the monitored object information of present period is corresponding
Threshold range flow chart；
Fig. 3 is the flow chart of another object monitor method shown in one exemplary embodiment of the application；
Fig. 4 is a kind of hardware configuration of the object monitor device place electronic equipment shown in one exemplary embodiment of the application
Figure；
Fig. 5 is a kind of block diagram of object monitor device shown in one exemplary embodiment of the application；
Fig. 6 is the block diagram of another object monitor device shown in one exemplary embodiment of the application；
Fig. 7 A is the block diagram of another object monitor device shown in one exemplary embodiment of the application；
Fig. 7 B is the block diagram of another object monitor device shown in one exemplary embodiment of the application.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to
When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment
Described in embodiment do not represent all embodiments consistent with the application.On the contrary, they be only with it is such as appended
The example of the consistent device and method of some aspects be described in detail in claims, the application.
It is only to be not intended to be limiting the application merely for for the purpose of describing particular embodiments in term used in this application.
It is also intended in the application and the "an" of singular used in the attached claims, " described " and "the" including majority
Form, unless the context clearly indicates other meaning.It is also understood that term "and/or" used herein refers to and wraps
It may be combined containing one or more associated any or all of project listed.
It will be appreciated that though various information, but this may be described using term first, second, third, etc. in the application
A little information should not necessarily be limited by these terms.These terms are only used to for same type of information being distinguished from each other out.For example, not departing from
In the case where the application range, the first information can also be referred to as the second information, and similarly, the second information can also be referred to as
One information.Depending on context, word as used in this " if " can be construed to " ... when " or " when ...
When " or " in response to determination ".
Fig. 1 is a kind of flow chart of object monitor method shown in one exemplary embodiment of the application, as shown in Figure 1, should
Object monitor method includes:
Step S101, according to the monitoring pair of any time period before the monitored object characteristic information and present period of present period
As characteristic information, the monitored object information of present period is determined.
In this embodiment it is possible to which multiple periods will be divided into as unit of preset duration daily.Wherein, preset duration can
It with flexible setting as needed, such as can be 1 minute, 2 minutes or 5 minutes etc..
Assuming that preset duration is 1 minute, then 24*60=1440 period can will be divided into daily, present period can be with
It is current 1 minute, it is assumed that current time is at 10 points in the morning 31 minutes, then present period is to assign to the morning 10: 31 in the morning 10: 30
Point, and the morning 10: 30 assign to morning 10: 31/preceding any one minute all can be one before present period when
Section, for example, the morning 10: 24 assign to 25 minutes at 10 points in mornings, the morning 10: 29 assign to be at 10 points in the morning 30 minutes etc. present period it
A preceding period.
Multiple periods will be divided into daily can reflect the changing rule of monitored object with smaller granularity, thus after being
It is continuous to obtain better monitoring effect and provide condition.
In order to preferably characterize the monitored object information of each period, monitored object feature letter is introduced in this embodiment
Breath, wherein monitored object can include but is not limited to order, clicking rate etc., so-called monitored object characteristic information refer to it is corresponding when
Monitored object total amount before section in the continuous preset quantity period.
It is assumed that monitored object is order, present period is to assign at 10 points in the morning 31 minutes in the morning 10: 30, the preset quantity period
It can according to need flexible setting, for example, 5, then the monitored object characteristic information of present period connects before referring to present period
Order total amount in continuous 5 periods, the i.e. morning 10: 25 assign to 10 points of 30 minutes order total amounts of the morning.
In this embodiment it is possible to calculate present period and its before difference of the monitored object characteristic information of any time period
And geometrical mean, it is then based on above-mentioned difference and geometrical mean determines the monitored object information of present period.
For example, the monitored object information of present period can be calculated by monitored object information calculation formula, wherein prison
Control object information calculation formula are as follows:
f′iIndicate the monitored object information of present period, BNiIndicate the monitored object characteristic information of present period, BNi-dTable
Show the monitored object characteristic information of a period before present period,Indicate present period
And its previous period monitored object characteristic information geometrical mean, 1≤d < i and d are integer.Pass through above-mentioned monitoring pair
The monitored object information that image information calculation formula can be seen that present period can be well reflected out the monitoring pair of present period
Change rate as characteristic information relative to the monitored object characteristic information of a period before present period, i.e. present period
Monitored object information can be well reflected out the changing rule of monitored object characteristic information.
It should be noted that above-mentioned monitored object information calculation formula is only a kind of calculating monitored object information enumerated
Mode, those skilled in the art should know: can obtain other meters by carrying out the processing such as deforming to above-mentioned calculation formula
Calculate the mode of monitored object information.
Step S102 determines the corresponding threshold range of monitored object information of present period.
Wherein it is determined that the corresponding threshold range of monitored object information of present period may include being determined based on historical data
The corresponding threshold range of monitored object information of present period.
As shown in Figure 2 A, determine that the corresponding threshold range of monitored object information of present period may comprise steps of:
Step S1021, the attribute value on date where determining present period obtain in default history number of days with the same of attribute value
The monitored object information of period.
Wherein, attribute value may include working day and festivals or holidays, and default history number of days, which can according to need, to be configured, example
It such as can be 100 days, 200 days.
It is assumed that the attribute value on date where present period is working day, presetting history number of days is 100 days, and present period is
Assign at 10 points in the morning 31 minutes in the morning 10: 30, and monitored object is order, then obtains in default history number of days with the attribute value same period
Monitored object information be to obtain in the past that the workaday morning 10: 30 assigns to 10 points of 31 minutes order characteristic quantities of the morning in 100 days
The change rate of 10 points of 30 minutes order characteristic quantities of the morning is assigned to relative to the morning 10: 29.Wherein, assign to the morning in the morning 10: 30
10 points of 31 minutes order characteristic quantities can assign to 10 points of 30 minutes order total amounts of the morning for the morning 10: 25, and assign in the morning 10: 29
10 points of 30 minutes order characteristic quantities of the morning can assign to 10 points of 29 minutes order total amounts of the morning for the morning 10: 24.
It is assumed that the attribute value on date where present period is festivals or holidays, presetting history number of days is 100 days, and present period is
Assign at 10 points in the morning 31 minutes in the morning 10: 30, and monitored object is order, then while acquisition in default history number of days with attribute value
The monitored object information of section is that the morning 10: 30 of festivals or holidays assigns to 10 points of 31 minutes order features of the morning in 100 days in the past for acquisition
Amount assigns to the change rate of 10 points of 30 minutes order characteristic quantities of the morning relative to the morning 10: 29.Wherein, assign in the morning 10: 30
10 points of 31 minutes order characteristic quantities of noon can assign to 10 points of 30 minutes order total amounts of the morning for the morning 10: 25, and at 10 points in the morning 29 minutes
To 10 points of 30 minutes order characteristic quantities of the morning 10 points of 29 minutes order total amounts of the morning can be assigned to for the morning 10: 24.
Step S1022 counts the monitored object letter of same period according to the monitored object information of the same period of acquisition
It ceases mean value and monitored object information standard is poor.
After determining the monitored object information of same period, it can be gone out simultaneously according to the monitored object Information Statistics of same period
The monitored object information mean value and monitored object information standard of section are poor.
Step S1023, it is poor according to the monitored object information mean value of same period and monitored object information standard, it calculates current
The corresponding threshold range of monitored object information of period.
In this embodiment, calculated according to the monitored object information mean value of same period and monitored object information standard difference
The corresponding threshold range of monitored object information of present period can be with are as follows:
Wherein,Indicate the monitored object information mean value with the period, σ f 'iIndicate the monitored object information standard with the period
Difference, n are a customized parameters, and the value of n is bigger, and rate of false alarm is lower but alarm is more insensitive, and the value of n is smaller, and alarm is got over
Sensitivity, but rate of false alarm is higher, therefore, can be adjusted according to different scenes.In order to guarantee higher warning sensitivity and compared with
Low rate of false alarm can set 3~9 for the value of n, wherein the preferred value of n can be 6.
Furthermore it is also possible to determine the corresponding threshold value model of monitored object information of present period by method shown in Fig. 2 B
It encloses, as shown in Figure 2 B, determines that the corresponding threshold range of monitored object information of present period may comprise steps of:
Step S1024, the attribute value on date where determining present period obtain in default history number of days with the same of attribute value
The monitored object information of period.
Wherein, attribute value may include working day and festivals or holidays, and default history number of days, which can according to need, to be configured, example
It such as can be 100 days, 200 days.
It is obtained in above-mentioned steps S1024 in the method and step S1021 of the monitored object information with the period and obtains the same period
Monitored object information method it is identical, do not repeat herein.
Step S1025 determines the abnormal monitoring object information with the period, and excludes from the monitored object information of same period
Abnormal monitoring object information.
Influence in order to avoid past abnormal conditions to present period monitoring effect, it is thus necessary to determine that with the abnormal monitoring of period
Object information.
Wherein it is possible to determine the abnormal monitoring object information with the period in the following manner: being obtained to step S1024 same
The monitored object information of period is ranked up, and will monitored object information of the sequence before the first preset threshold and sequence the
Abnormal monitoring object information of the monitored object information as the same period after two preset thresholds.Wherein, the first preset threshold can
Think 5% etc., the second preset threshold can be 95%.
For example, morning 10: 30 on working day, to assign to 10 points of 31 minutes orders of the morning special in the past 100 days that can be will acquire
Sign amount assigns to maximum 5% and minimum 5% in the change rate of 10 points of 30 minutes order characteristic quantities of the morning relative to the morning 10: 29
Change rate is as abnormal monitoring object information.
Step S1026 counts the monitoring of same period according to the monitored object information after exclusion abnormal monitoring object information
Object information mean value and monitored object information standard are poor.
It, can be according to the prison after exclusion abnormal monitoring object information after determining the abnormal monitoring object information of same period
Object information is controlled, monitored object information mean value and the monitored object information standard for counting the same period are poor.
Step S1027, it is poor according to the monitored object information mean value of same period and monitored object information standard, it calculates current
The corresponding threshold range of monitored object information of period.
The method and step of the corresponding threshold range of monitored object information of present period are calculated in above-mentioned steps S1027
The method that the corresponding threshold range of monitored object information of present period is calculated in S1023 is identical, does not repeat herein.
The difference of above-mentioned Fig. 2 B illustrated embodiment and Fig. 2A illustrated embodiment is: Fig. 2 B illustrated embodiment is according to exclusion
Monitored object information after abnormal monitoring object information counts the monitored object information mean value and monitored object information of same period
Standard deviation, and Fig. 2A illustrated embodiment is the monitored object that the same period is counted according to the monitored object information of section while acquisition
Information mean value and monitored object information standard are poor, and the statistics relative to Fig. 2A illustrated embodiment is equal with the monitored object information of period
The method of value and monitored object information standard difference, the statistical method of Fig. 2 B illustrated embodiment is more acurrate, so that calculated
The corresponding threshold range accuracy rate of the monitored object information of present period is higher.
Step S103, the monitored object information based on present period and the relationship between threshold range are generated about monitoring
The monitored results of object.
In this embodiment, if the monitored object information of present period is located within threshold range, alarm signal is not exported
Breath, if the monitored object information of present period is located at except threshold range, exports warning message.
Above-described embodiment passes through any time period before the monitored object characteristic information and present period according to present period
Monitored object characteristic information determines the monitored object information of present period, is then based on the monitored object information and generates monitoring knot
Fruit can cope with the natural increase of monitored object well, not need continually people particularly with the business of some fast developments
To set monitoring parameter, monitoring effect is good.
Fig. 3 is the flow chart of another object monitor method shown in one exemplary embodiment of the application, which will
The previous period of present period is described as the example of any time period before present period, as shown in figure 3, the object monitor
Method includes:
Step S301 obtains present period and its previous period based on the monitored object total amount in the preset quantity period
Monitored object characteristic information.
Wherein, it may include: continuous default before obtaining present period for obtaining the monitored object characteristic information of present period
Monitored object total amount in the quantity period, and determine according to the monitored object total amount monitored object characteristic information of present period,
Wherein, the continuous preset quantity period is adjacent with present period.
For example, it may include: to obtain 10 points of the morning that the acquisition morning 10: 30, which assigns to 10 points of 31 minutes order characteristic quantities of the morning,
25 assign to 10 points of 30 minutes order total amounts of the morning, and are assigned to 10 points of 30 minutes order total amounts of the morning as the morning in the morning 10: 25
10: 30 assign to 10 points of 31 minutes order characteristic quantities of the morning.
Similarly, the monitored object characteristic information for obtaining the previous period of present period may include: acquisition present period
The previous period before monitored object total amount in the continuous preset quantity period, and according to connecting before the previous period of present period
Monitored object total amount in the continuous preset quantity period determines the monitored object characteristic information of the previous period of present period,
In, the continuous preset quantity period is adjacent with the previous period of present period.
For example, it may include: to obtain 10 points of the morning that the acquisition morning 10: 29, which assigns to 10 points of 30 minutes order characteristic quantities of the morning,
24 assign to 10 points of 29 minutes order total amounts of the morning, and are assigned to 10 points of 29 minutes order total amounts of the morning as the morning in the morning 10: 24
10: 29 assign to 10 points of 30 minutes order characteristic quantities of the morning.
Step S302 calculates the difference and geometric average of present period and its monitored object characteristic information of previous period
It is worth, and determines the monitored object information of present period based on above-mentioned difference and geometrical mean.
In this embodiment it is possible to calculate the monitored object letter of present period by monitored object information calculation formula
Breath, wherein monitored object information calculation formula are as follows:
f′iIndicate the monitored object information of present period, BNiIndicate the monitored object characteristic information of present period, BNi-1Table
Show the monitored object characteristic information of the previous period of present period,Indicate present period and its
The geometrical mean of the monitored object characteristic information of previous period.
It should be noted that above-mentioned monitored object information calculation formula is only a kind of calculating monitored object information enumerated
Mode, those skilled in the art should know: can obtain other meters by carrying out the processing such as deforming to above-mentioned calculation formula
Calculate the mode of monitored object information.
Step S303 determines the corresponding threshold range of monitored object information of present period based on historical data.
Wherein it is possible to determine the corresponding threshold value of monitored object information of present period using method shown in Fig. 2A or Fig. 2 B
Range does not repeat herein.
It is assumed that in the present embodiment identified present period the corresponding threshold range of monitored object information are as follows:
Wherein,Indicate the monitored object information mean value of present period, σ f 'iIndicate the monitored object information mark of present period
It is quasi- poor.
Step S304, judges whether the monitored object information of present period is located within determining threshold range, if being located at
Within threshold range, then warning message is not exported, if being located at except threshold range, exports warning message.
Above-described embodiment, based in the preset quantity period monitored object acquisition of information present period and its previous period
Monitored object characteristic information is then based on the difference and geometry of the monitored object characteristic information of present period and its previous period
Average value determines the monitored object information of present period, and according to the monitored object information of determining present period and corresponding threshold value
The comparison result of range determines whether to export warning message, so that monitoring has lower rate of false alarm and higher sensitive alarm
Degree, monitoring effect are good.
Corresponding with the embodiment of aforementioned object monitoring method, present invention also provides the embodiments of object monitor device.
The embodiment of the application object monitor device can be using on an electronic device.Installation practice can pass through software
It realizes, can also be realized by way of hardware or software and hardware combining.Taking software implementation as an example, as on a logical meaning
Device, be to be read computer program instructions corresponding in nonvolatile memory by the processor of electronic equipment where it
Into memory, operation is formed.For hardware view, as shown in figure 4, the electronic equipment where the application object monitor device
A kind of hardware structure diagram, in addition to processor 410 shown in Fig. 4, memory 420, network interface 430 and non-volatile memories
Except device 440, the electronic equipment in embodiment where device can also include it generally according to the actual functional capability of the object monitor
His hardware, repeats no more this.
Fig. 5 is a kind of block diagram of object monitor device shown in one exemplary embodiment of the application, as shown in figure 5, this is right
As monitoring device includes: the first determining module 51, the second determining module 52 and generation module 53.
First determining module 51 be used for according to it is any before the monitored object characteristic information and present period of present period when
The monitored object characteristic information of section, determines the monitored object information of present period.
The monitored object information for the present period that second determining module 52 is used to determine that the first determining module 51 determines is corresponding
Threshold range.
The monitored object information for the present period that generation module 53 is used to determine based on the first determining module 51 is true with second
The relationship between threshold range that cover half block 52 determines, generates the monitored results about monitored object.
For device as shown in Figure 5 for realizing above-mentioned method flow as shown in Figure 1, the related content being related to describes phase
Together, it does not repeat herein.
Above-described embodiment passes through any time period before the monitored object characteristic information and present period according to present period
Monitored object characteristic information determines the monitored object information of present period, is then based on the monitored object information and generates monitoring knot
Fruit can cope with the natural increase of monitored object well, not need continually people particularly with the business of some fast developments
To set monitoring parameter, monitoring effect is good.
Fig. 6 is the block diagram of another object monitor device shown according to an exemplary embodiment, as shown in fig. 6, upper
On the basis of stating embodiment illustrated in fig. 5, the first determining module 51 may include: computing unit 511 and determination unit 512.
Computing unit 511 for calculate present period and its before the difference of the monitored object characteristic information of any time period with
And geometrical mean.
Determination unit 512 is used for the difference and geometrical mean calculated based on computing unit 511, determines the prison of present period
Control object information.
Device as shown in FIG. 6 for realizing above-mentioned method and step S302 as shown in Figure 3, retouch by the related content being related to
It states identical, does not repeat herein.
Above-described embodiment, based on the present period and its before difference of the monitored object characteristic information of any time period and several
What average value determines the monitored object information of present period, to be to be subsequently generated lower rate of false alarm and higher warning sensitivity
Monitoring information provides condition.
Fig. 7 A is the block diagram of another object monitor device shown according to an exemplary embodiment, as shown in Figure 7 A,
On the basis of above-mentioned Fig. 5 or embodiment illustrated in fig. 6, the second determining module 52 may include: first to determine acquiring unit 521, the
One statistic unit 522 and the first computing unit 523.
First determines that acquiring unit 521 is used to determine the attribute value on present period place date, obtains default history number of days
In with while attribute value section monitored object information；
The monitored object information of section while first statistic unit 522 is used to determine that acquiring unit 521 obtains according to first,
Monitored object information mean value and the monitored object information standard for counting the same period are poor；
The monitored object information of section is equal while first computing unit 523 is used to be counted according to the first statistic unit 522
Value and monitored object information standard are poor, calculate the corresponding threshold range of monitored object information of present period.
For realizing above-mentioned method flow as shown in Figure 2 A, the related content being related to is described device as shown in Figure 7 A
It is identical, it does not repeat herein.
Above-described embodiment determines the corresponding threshold range of monitored object information of present period based on historical data, can be with
It is applicable in more monitoring scenes, high degree of automation.
Fig. 7 B is the block diagram of another object monitor device shown according to an exemplary embodiment, as shown in Figure 7 B,
On the basis of above-mentioned Fig. 5 or embodiment illustrated in fig. 6, the second determining module 52 may include: second to determine acquiring unit 524, really
Determine rejected unit 525, the second statistic unit 526 and the second computing unit 527.
Second determines that acquiring unit 524 is used to determine the attribute value on present period place date, obtains default history number of days
In with while attribute value section monitored object information.
Determine that rejected unit 525 determines that acquisition is single for determining the abnormal monitoring object information of present period, and from second
Abnormal monitoring object information is excluded in the monitored object information for the present period that member 524 obtains.
Second statistic unit 526 is used to exclude the monitoring pair after abnormal monitoring object information according to determining rejected unit 525
Image information, monitored object information mean value and the monitored object information standard for counting present period are poor.
The monitored object information for the present period that second computing unit 527 is used to be counted according to the second statistic unit 526
Mean value and monitored object information standard are poor, calculate the corresponding threshold range of monitored object information of present period.
For realizing above-mentioned method flow as shown in Figure 2 B, the related content being related to is described device as shown in Figure 7 B
It is identical, it does not repeat herein.
Above-described embodiment, based on the monitoring pair for eliminating the historical data after abnormal monitoring object information and determining present period
The corresponding threshold range of image information, so that the corresponding threshold range accuracy rate of the monitored object information of calculated present period is more
It is high.
In the exemplary embodiment, a kind of computer readable storage medium is additionally provided, which is stored with calculating
Machine program, the computer program is for executing above-mentioned object monitor method, wherein computer readable storage medium can be read-only
Memory (ROM), random access memory (RAM), compact disc read-only memory (CD-ROM), tape, floppy disk and optical data storage
Equipment etc..
For device embodiment, since it corresponds essentially to embodiment of the method, so related place is referring to method reality
Apply the part explanation of example.The apparatus embodiments described above are merely exemplary, wherein described be used as separation unit
The unit of explanation may or may not be physically separated, and component shown as a unit can be or can also be with
It is not physical unit, it can it is in one place, or may be distributed over multiple network units.It can be according to actual
The purpose for needing to select some or all of the modules therein to realize application scheme.Those of ordinary skill in the art are not paying
Out in the case where creative work, it can understand and implement.
The foregoing is merely the preferred embodiments of the application, not to limit the application, all essences in the application
Within mind and principle, any modification, equivalent substitution, improvement and etc. done be should be included within the scope of the application protection.
Claims (11)
1. a kind of object monitor method, which is characterized in that the described method includes:
According to the monitored object feature letter of any time period before the monitored object characteristic information and the present period of present period
Breath, determines the monitored object information of the present period；
Determine the corresponding threshold range of monitored object information of the present period；
Relationship between monitored object information and the threshold range based on the present period is generated about the monitoring pair
The monitored results of elephant.
2. the method according to claim 1, wherein the monitored object characteristic information according to present period and
The monitored object characteristic information of any time period before the present period determines the monitored object information of the present period, packet
It includes:
Calculate the present period and its before difference and geometrical mean of the monitored object characteristic information of any time period；
Based on the difference and the geometrical mean, the monitored object information of the present period is determined.
3. method according to claim 1 or 2, which is characterized in that the monitored object of the determination present period is believed
Cease corresponding threshold range, comprising:
The attribute value on date where determining present period obtains the monitored object in default history number of days with section while attribute value
Information；
According to the monitored object information of the same period of acquisition, the monitored object information mean value and prison of the same period are counted
Control object information standard deviation；
It is poor according to the monitored object information mean value and monitored object information standard, calculate the monitored object of the present period
The corresponding threshold range of information.
4. method according to claim 1 or 2, which is characterized in that the monitored object of the determination present period is believed
Cease corresponding threshold range, comprising:
The attribute value on date where determining present period obtains the monitored object in default history number of days with section while attribute value
Information；
It determines the abnormal monitoring object information of the same period, and excludes from the monitored object information of the same period described different
Normal monitored object information；
According to the monitored object information after the exclusion abnormal monitoring object information, the monitored object letter of the same period is counted
It ceases mean value and monitored object information standard is poor；
It is poor according to the monitored object information mean value of the same period and monitored object information standard, calculate the present period
The corresponding threshold range of monitored object information.
5. the method according to claim 1, wherein the method also includes:
Based on the monitored object total amount in the preset quantity period, the present period and its before monitoring pair of any time period are obtained
As characteristic information.
6. according to the method described in claim 5, it is characterized in that, described total based on the monitored object in the preset quantity period
Amount, obtains the present period and its before the monitored object characteristic information of any time period, comprising:
Monitored object total amount before obtaining the present period in the continuous preset quantity period；
According to the monitored object total amount, the monitored object characteristic information of the present period is determined, wherein described continuous default
The quantity period is adjacent with the present period；
Monitored object total amount before obtaining the previous period of the present period in the continuous preset quantity period；
According to the monitored object total amount in the preset quantity period continuous before the previous period of the present period, work as described in determination
The monitored object characteristic information of the previous period of preceding period, wherein the continuous preset quantity period and the present period
The previous period is adjacent.
7. according to claim 1-2, method described in any one of 5-6, which is characterized in that described based on the present period
Relationship between monitored object information and the threshold range generates the monitored results about the monitored object, comprising:
If the monitored object information of the present period is located within the threshold range, warning message is not exported；
If the monitored object information of the present period is located at except the threshold range, the warning message is exported.
8. a kind of object monitor device, which is characterized in that described device includes:
First determining module, for any time period before the monitored object characteristic information and the present period according to present period
Monitored object characteristic information, determine the monitored object information of the present period；
Second determining module, the monitored object information for determining the determining present period of first determining module are corresponding
Threshold range；
Generation module, the monitored object information of the present period for being determined based on first determining module and described the
The relationship between the threshold range that two determining modules determine, generates the monitored results about the monitored object.
9. device according to claim 8, which is characterized in that first determining module includes:
Computing unit, for calculate the present period and its before difference of the monitored object characteristic information of any time period and
Geometrical mean；
Determination unit, the difference and the geometrical mean for being calculated based on the computing unit are determined described current
The monitored object information of period.
10. a kind of computer readable storage medium, which is characterized in that the storage medium is stored with computer program, the meter
Calculation machine program is used to execute any object monitor method of the claims 1-7.
11. a kind of electronic equipment, which is characterized in that on a memory and can be in processor including memory, processor and storage
The computer program of upper operation, which is characterized in that the processor realizes that the claims 1-7 is any when executing described program
The object monitor method.
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